Showing posts with label GDPs. Show all posts
Showing posts with label GDPs. Show all posts

Friday, May 3, 2013

Cartesian Tao anxiety

© Igor Morski
The search for a middle way to the description of consciousness in the enactionist perspective put a dilemma between two extremes which causes the Cartesian anxiety for an absolute ground for the representation: a small island which represents the land of truth ultimately grounded, surrounded by an ocean of darkness and confusion, the home of all the illusions:

Steps to a Middle Way

The Cartesian Anxiety
The nervousness that we feel is rooted in what, following Richard Bernstein, we can call lithe Cartesian anxiety." We mean "anxiety" in a loosely Freudian sense, and we call it "Cartesian" simply because Descartes articulated it rigorously and dramatically in his Meditations. The anxiety is best put as a dilemma: either we have a fixed and stable foundation for knowledge, a point where knowledge starts, is grounded, and rests, or we cannot escape some sort of darkness, chaos, and confusion. Either there is an absolute ground or foundation, or everything falls apart.
There is a marvelous passage from Kant's Critique of Pure Reason that conveys the power of the Cartesian anxiety. Throughout the Critique Kant builds the edifice of his theory of knowledge by arguing that we have a priori or given, innate categories, which are the foundations of knowledge. Toward the end of his discussion of the "Transcendental Analytic" he writes,
We have now not merely explored the territory of pure understanding [the a priori categories] and carefully surveyed every part of it, but have also measured its extent and assigned to everything in it its rightful place. This domain is an island, enclosed by nature itself with unalterable limits. It is the land of truth-an enchanting name!-surrounded by a wide and stormy ocean, the native home of illusion, where many a fog bank and many a swiftly melting iceberg give the deceptive appearance of farther shores, deluding the adventurous seafarer ever anew with empty hopes, and engaging him in enterprises which he can never abandon and yet is unable to carry to completion.
Here we have the two extremes, the either-or of the Cartesian anxiety: There is the enchanting land of truth where everything is clear and ultimately grounded. But beyond that small island there is the wide and stormy ocean of darkness and confusion, the native home of illusion.
This feeling of anxiety arises from the craving for an absolute ground. When this craving cannot be satisfied, the only other possibility seems to be nihilism or anarchy. The search for a ground can take many forms, but given the basic logic of representationism, the tendency is to search either for an outer ground in the world or an inner ground in the mind. By treating mind and world as opposed subjective and objective poles, the Cartesian anxiety oscillates endlessly between the two in search of a ground.
It is important to realize that this opposition between subject and object is not given and ready-made; it is an idea that belongs to the human history of mind and nature that we mentioned. For example, prior to Descartes, the term idea was used only for the contents of the mind of God; Descartes was one of the first to take this term and apply it to the workings of the human mind. This linguistic and conceptual shift is just one aspect of what Richard Rorty describes as the "invention of the mind as a mirror of nature," an invention that was' the result of patching together heterogeneous images, conceptions, and linguistic usages.
These Cartesian roots become quite obvious when we have reason to doubt the appropriateness of this metaphor of mirroring. As we set out in search of other ways of thinking, the Cartesian anxiety arises to dog us at every step. Yet our contemporary situation is also unique, for we have become increasingly skeptical about the possibility of discerning any ultimate ground. Thus when the anxiety arises today, we seem unable to avoid the turn toward nihilism, for we have not learned to let go of the forms of thinking, behavior, and experience that lead us to desire a ground.
We saw in our previous discussion that cognitive science is not immune from this nihilistic tendency. For example, the link between nihilism and the Cartesian anxiety can be seen very clearly in The Society of Mind when Minsky confronts our inability to find a fully independent world. As he notes, the world is not an object, event, or process inside the world. Indeed the world is more like a background- a setting of and field for all of our experience, but one that cannot be found apart from our structure, behavior, and cognition. For this reason, what we say about the world tells us as much about ourselves as it does about the world.
Minsky's response to this realization is a mixed one, in a way that is similar to his response to the lack of a Self. He writes, "Whatever you purport to say about a thing, you're only expressing your own beliefs. Yet even that gloomy thought suggests an insight. Even if our models of the world cannot yield good answers about the world as a whole, and even though their other answers are frequently wrong, they can tell us something about ourselves." On the one hand, Minsky uses the impossibility of finding a fully independent and pregiven world as an opportunity for developing insight into ourselves. But on the other hand, this insight is based in a feeling of gloominess about our situation. Why should this be?
We have been portraying these ideas through the words of Minsky because he is an outstanding modem cognitive scientist and has actually taken the time to articulate his ideas clearly. But he is not alone. When pressed to discuss this issue, many people would accept that we do not really have knowledge of the world; we have knowledge only of our representations of the world. Yet we seem condemned by our constitution to treat these representations as if they were the world, for our everyday experience feels as if it were of a given and immediate world.
Such a situation does indeed seem gloomy. But notice that such gloominess would make sense only if there were a pregiven, independent world-an outer ground-but one that we could never know. Given such a situation, we would have no choice but to fall back on our inner representations and treat them as if they provided a stable ground.
This mood of gloominess arises, then, from the Cartesian anxiety and its ideal of the mind as a mirror of nature. According to this ideal, knowledge should be of an independent, pregiven world, and this knowledge should be attained in the precision of a representation.
When this ideal cannot be satisfied, we fall back upon ourselves in search of an inner ground. This oscillation is apparent in Minsky's remark that whatever one purports to say is only an expression of one's beliefs. To say that what one thinks is a only a matter of subjective representation is precisely to fall back upon the idea of an inner ground, a solitary Cartesian ego that is walled in by the privacy of its representations. This particular tum is all the more ironic, since Minsky does not believe that there exists a self that could serve as an inner ground in the first place. In the end, then, Minsky's entanglement in the Cartesian anxiety requires not only that we believe in a self that we know cannot be found but also that we believe in a world to which we have no access. And once again, the logic of such a predicament leads inevitably to a condition of nihilism.

Monday, April 22, 2013

Tao subsystems - IV


Subsystems

Subconscious
The Subconscious is usually defined as representing mental processes or phenomena that occur outside conscious awareness and that ordinarily cannot become conscious. They are part of the mind, but not conscious. How do we know they exist if we cannot be consciously aware of them? We infer their existence we observe certain aspects of our own and others' functioning that cannot be adequately explained on the basis of our or their immediately available conscious experiences, and we infer that forces or phenomena outside consciousness are affecting it—from behind the scenes, as it were. Thus, from the viewpoint of our ordinary d-SoC, the Subconscious subsystem is a hypothesis, an inferential construct needed to explain conscious behavior. A psychoanalyst, for example, observes that a patient becomes pale and trembles every time he speaks of his brother, yet when questioned about him says they have a good relationship. The psychoanalyst hypothesizes that in the patient's Subconscious there is a good deal of unresolved anxiety and anger toward the brother.
The emphasis here is that subconscious processes occur outside awareness from the viewpoint of the ordinary d-SoC. What is subconscious from the reference point of the ordinary d-SoC may become conscious in d-ASCs.
I deliberately use the term subconscious rather than the more commonly employed unconscious to avoid the strictly psychoanalytic connotations of unconscious mind. The classical, Freudian unconscious (the sexual and aggressive instincts and their sublimations and repressions) is included in the Subconscious subsystem described here. The Subconscious also include creative processes, the kinds of things we vaguely call intuition and hunches, tender and loving feelings that may be just as inhibited in their expression as sexual and aggressive ones, and other factors influencing conscious behavior. All these things are mysterious and poorly understood by our conscious minds.
Also included as subconscious processes for many of us are the kinds of thinking that are now called right hemisphere modalities of thinking. The type of thinking associated with the right hemisphere seems holistic rather than analytic, atemporal rather than sequential in time, more concerned with patterns than with details. But for many of us in whom intellectual, sequential, rational development has been overstressed and this other mode inhibited or ignored, this right hemisphere thinking is largely subconscious.
D-ASCs may alter the relationship between what is conscious and what is subconscious.

Figure 8-2 expresses this idea. In the ordinary d-SoC, it is convenient to think of the conscious part of the mind as the part that is in the full focus of consciousness or is readily available to such consciousness, to think of a preconscious part that is ordinarily not in the full focus of consciousness but can be made so with little effort, and a Subconscious subsystem that is ordinarily completely cut off from conscious awareness even though special techniques, such as psychoanalytic ones, give inferential information about it. I have followed the general psychoanalytic conventions (1) of showing the Subconscious as the largest part of the mind, to indicate that the largest portion of experience and behavior is probably governed by subconscious forces we are not aware of, and (2) of showing the conscious and preconscious parts of the mind as about equal in size. The barrier between conscious and preconscious has many "holes" in it while the Subconscious is relatively inaccessible. For example, if you dislike someone and I ask you to think about why you dislike him, a little thought may show that the reasons behind your immediate dislike result from a synthesis of the person's appearance and some unpleasant experiences you previously have had with people of that appearance. These reasons might actually be based on deeply buried subconscious feelings that all people of the same sex are rivals for mother's affection, things you ordinarily cannot become aware of without special therapeutic techniques.
Preconscious and subconscious contents may be more or less readily available in a d-ASC, depending on the d-ASC. In d-ASC 1 in Figure 8-2, more other mind and preconscious material are directly in consciousness and less are in the Subconscious subsystem. This, incidentally, is one of the danger of experiencing a d-ASC: a person may be overwhelmed by emotionally charged material, normally subconscious, that he is not ready to handle. This can happen with marijuana intoxication or other psychedelic-drug-induced states, as well as with meditative states or hypnosis. In all these states things that are ordinarily preconscious or subconscious may become conscious.
D-ASC 2 illustrates the kind of state in which things that are ordinarily conscious may become preconscious or subconscious. Certain drug-induced states or other d-ASCs that tend toward stupor might fit in this category, where consciousness feels quite restricted and dull, even though the subject's behavior suggests that previously conscious material is still affecting him. The alcoholic blackout state is interesting in this context, for the person seems to behave "normally" in many ways, indicating that much ordinarily conscious knowledge is still present, even though this is a blackout in terms of later recall.
D-ASC 3 represents various d-ASCs in which much subconscious material might become preconscious: it will not necessarily well up by itself, but it is much more readily available than ordinarily. Thus the potential for exploring the mind is greater, but effort must still be exerted. Marijuana intoxication can do this.
In terms of overall system functioning, I have shown a direct information flow arrow from Input-Processing to the Subconscious, and a feedback control arrow from the Subconscious to Input-Processing. Processed input information may reach the Subconscious and have effects even when it does not reach awareness. To use again the example of scanning the crowd, even though you are consciously looking for your friend's face, the impact of another face may trigger subconscious processes because of resemblance to someone emotionally meaningful to you, and may produce later effects on you even though you were not consciously aware of seeing that particular person.
The feedback control arrow from Subconscious to Input-Processing indicates that the Subconscious subsystem may have a major control over perception. Our likes and dislikes, needs and fears, can affect what we see. This kind of selectivity in perception is discussed in relation to the Input-Processing subsystem. I bring it up here to indicate a distinction between relatively permanent, learned selectivities of perception that are inherent in Input-Processing itself, such as ability to recognize words, and selectivities that are more dependent on the current emotional state of the Subconscious subsystem, and so may show more variation from time to time. For example, we have many permanent learnings that are part of Input-Processing and that enable us to distinguish men from women at a glance. But we have sexual needs that peak from time to time, and these may be partially or wholly in the Subconscious subsystem because of cultural repressive pressures. As these repressed needs vary, they affect Input-Processing and change our current perceptions of people of the opposite sex: they can become much more attractive when we are aroused. We should also briefly note the possibility of the activation of archetypes from the Collective Unconscious during d-ASCs. The terms archetypes and Collective Unconscious are used in Carl Jung's sense. The Collective Unconscious refers to a large body of biologically inherited psychological structures,, most of which remains latent human potentials. Particular structures are archetypes, innate patterns that can emerge and dominate consciousness because of the high psychic energy residing in them if the right stimuli for activation occur. Myths of heroic quests, demons, gods, energies, God, Christ, are held by Jung to be particular archetypes from the Collective Unconscious, which express themselves at various times in human history. It would take far too much space here to give them adequate consideration; the interested reader should refer to the collected works of Carl Jung. It should be noted, however, that some d-ASCs frequently facilitate the emergence of archetypes.

Tao subsystems - III

Friday, April 12, 2013

Tao representation

H. Kopp-Delaney, Surreal Dimension
The revision of the central notion of representation for cognitive systems starts from considering that these are characterized by their operational closure, wherein to outline where the represented external environment (the world) ends and where the internal processes of the cognitive system, which represent it, begin is hardly to define. Such systems do not operate by representation but instead of representing an independent world they enact a world as a domain of distinctions that is inseparable from the structure embodied by the cognitive system:

Steps to a Middle Way

The Cartesian Anxiety

Representation Revisited
In the discussion of cognitivism we distinguished between two senses of representation, which we now need to recall. On the one hand, there is the relatively uncontroversial notion of representation as construal: cognition always consists in construing or representing the world a certain way. On the other hand, there is the much stronger notion that this feature of cognition is to be explained by the hypothesis that a system acts on the basis of internal representations. Since it might seem that these two ideas amount to the same thing, we need to refine our distinction somewhat.
We can begin by noting a relatively weak and uncontroversial sense of representation. This sense is purely semantic: It refers to anything that can be interpreted as being about something. This is the sense of representation as construal, since nothing is about something else without construing it as being some way. A map, for example, is about some geographical area; it represents certain features of the terrain and so construes that terrain as being a certain way. Similarly, words on a page represent sentences in a language, which may in tum represent or be about still other things. This sense of representation can be made even more precise. If, for example, our concern happens to be with languages in a more formal setting, we can say that the statements of a language represent their conditions of satisfaction. For example, the statement "snow is white"-taken literally is satisfied if snow is white; the statement "pick up your shoes"again, taken literally - is satisfied if the shoes are picked up by the person being addressed.
This sense of representation is weak because it need not carry any strong epistemological or ontological commitments. Thus it is perfectly acceptable to speak of a map representing the terrain without worrying about such things as how maps get their meaning. It is also perfectly acceptable to think of a statement as representing some set of conditions without making further assumptions about whether language as a whole works this way or whether there really are facts in the world separate from language that can then be re-presented by the sentences of the language. Or we can even talk about experiential representations, such as the image I have of my brother, without making any further assumptions about how this image arose in the first place. In other words, this weak sense of representation is pragmatic; we use it all the time without worry.
The obviousness of such an idea, however, is quickly transformed into a much stronger sense of representation that does carry quite heavy ontological and epistemological commitments. This strong sense arises when we generalize on the basis of the weaker idea to construct a full-fledged theory of how perception, language, or cognition in general must work. The ontological and epistemological commitments are basically twofold: We assume that the world is pregiven, that its features can be specified prior to any cognitive activity. Then to explain the relation between this cognitive activity and a pregiven world, we hypothesize the existence of mental representations inside the cognitive system (whether these be images, symbols, or subsymbolic patterns of activity distributed across a network does not matter for the moment). We then have a full-fledged theory that says (1) the world is pregiven; (2) our cognition is of this world-even if only to a partial extent, and (3) the way in which we cognize this pregiven world is to represent its features and then act on the basis of these representations.
We must, then, return to our earlier metaphor, the idea of a cognitive agent that is parachuted into a pregiven world. This agent will survive only to the extent that it is endowed with a map and learns to act on the basis of this map. In the cognitivist version of this story, the map is an innately specified system of representations-sometimes called a "language of thought" -whereas learning to employ this map is the task of ontogeny.
Many cognitive scientists will object that we have presented a caricature. Are we not presupposing a static conception of representation, one that overlooks the rich detail of the inner structure of a cognitive system and unjustifiably construes a representation as merely a mirror? Is it not well known, for example, that visual perception is considered to be a result of mapping the physical patterns of energy that stimulate the retina into representations of the visual scene, which are then used to make inferences and eventually to produce a perceptual judgment? Perception is seen as an active process of hypothesis formation, not as the simple mirroring of a pregiven environment.
This objection, though somewhat fair, misses the point. Our point is not to caricature a sophisticated research program but simply to render explicit some tacit epistemological assumptions in as clear a fashion as possible. Thus although everyone agrees that representation is a complex process, it is nonetheless conceived to be one of recovering or reconstructing extrinsic, independent environmental features. Thus in vision research, for example, one speaks of "recovering shape from shading" or "color from brightness." Here the latter features are considered to be extrinsic properties of the environment that provide the information needed to recover "higher-order" properties of the visual scene, such as shape and color. The basic idea of a world with pregiven features remains.
The complaint that we have presented a caricature would, however, be justified were we not to acknowledge the subtlety and sophistication of cognitive realism in relation to the classical opposition between realism and idealism in philosophy. In the hands of cognitive realism, the notion of representation does undergo something of a mutation. The power of this mutation is that it seems to offer a way out of the classical opposition between realism and idealism.
This opposition is based in the traditional notion of representation as a "veil of ideas" that stands between us and the world. On the one hand, the realist naturally thinks that there is a distinction between our ideas or concepts and that which they represent, namely, the world. The ultimate court of appeal for judging the validity of our representations is this independent world. Of course, each of our representations must cohere with many others, but the point of such internal features is to increase the probability that globally our representations will have some measure of correspondence or degree of fit with an outer and independent world.
The idealist, on the other hand, quickly points out that we have no access to such an independent world except through our representations. We cannot stand outside of ourselves to behold the degree of fit that our representations might have with the world. In fact, we simply have no idea of what the outside world is except that it is the presumed object of our representations. Taking this point to the extreme, the idealist argues that the very idea of a world independent of representations is itself only another of our representations – a second-order or metarepresentation. Our sense of an outer ground thus slips away, and we are left grasping for our internal representations, as if these could provide a sure and stable reference point.
At first sight, contemporary cognitive science seems to offer a way out of this traditional philosophical impasse. Largely because of cognitive science, philosophical discussion has shifted from concern with a priori representations (representations that might provide some noncontingent foundation for our knowledge of the world) to concern with a posteriori representations (representations whose contents are ultimately derived from causal interactions with the environment). This naturalized conception of representation does not invite the skeptical questions that motivate traditional epistemology. In fact, to shift one's concern to organism-environment relations in this way is largely to abandon the task of traditional a priori epistemology in favor of the naturalized projects of psychology and cognitive science. By taking up such a naturalized stance, cognitive science avoids the antinomies that lurk in transcendental or metaphysical realism, without embracing the solipsism or subjectivism that constantly threatens idealism. 'The cognitive scientist is thus able to remain a staunch realist about the empirical world while making the details of mind and cognition the subject of his investigations.
Cognitive science thus seems to provide a way of talking about representation without being burdened by the traditional philosophical image of the mind as a mirror of nature. But this appearance is misleading. It is true, as Richard Rorty remarks, that there is no way to raise the traditional skeptical questions of epistemology in cognitive science. Global skepticism about the possibility of cognition or knowledge is simply not to the point in the practice of science. But it does not follow, as Rorty seems to think, that the current naturalized conception of representation has nothing to do with the traditional image of the mind as a mirror of nature. On the contrary, a crucial feature of this image remains alive in contemporary cognitive science - the idea of a world or environment with extrinsic, pregiven features that are recovered through a process of representation. In some ways cognitivism is the strongest statement yet of the representational view of the mind inaugurated by Descartes and Locke. Indeed, Jerry Fodor, one of cognitivism's leading and most eloquent exponents, goes so far as to say that the only respect in which cognitivism is a major advance over eighteenth- and nineteenth-century representationism is in its use of the computer as a model of mind.
As we have seen, however, cognitivism is only one variety of cognitive realism. In both the emergence and society of mind approaches (and in the schools of basic elements analysis for the experiential pole of our investigation), the notion of representation becomes more and more problematical. We did not explicitly question this notion in our discussion of the varieties of cognitive realism, but if we look back on our journey, we can see that we have slowly drifted away from the idea of mind as an input-output device that processes information. The role of the environment has quietly moved from being the preeminent reference point to receding more and more into the background, while the idea of mind as an emergent and autonomous network of relationships has gained a central place. It is time, then, to raise the question, What is it about such networks, if anything, that is representational?
To make this question somewhat more accessible, consider once again Minsky's discussion toward the end of Society of Mind. There he writes, "Whenever we speak about a mind, we're speaking of the processes .that carry our brains from state to state ... concerns about minds are really concerns with relationships between states - and this has virtually nothing to do with the natures of the states themselves." How, then, are we to understand these relationships? What is it about them that makes them mindlike?
The answer that is usually given to this question is, of course, that these relationships must be seen as embodying or supporting representations of the environment. Notice, however, that if we claim that the function of these processes is to represent an independent environment, then we are committed to construing these processes as belonging to the class of systems that are driven from the outside, that are defined in terms of external mechanisms of control (a hetero-nomous system). Thus we will consider information to be a prespecified quantity, one that exists independently in the world and can act as the input to a cognitive system. This input provides the initial premises upon which the system computes a behavior-the output. But how are we to specify inputs and outputs for highly cooperative, self-organizing systems such as brains? There is, of course, a back-and-forth flow of energy, but where does information end and behavior begin? Minsky puts his finger on the problem, and his remarks are worth quoting at length:
Why are processes so hard to classify? In earlier times, we could usually judge machines and processes by how they transformed raw materials into finished products. But it makes no sense to speak of brains as though they manufacture thoughts the way factories make cars. The difference is that brains use processes that change themselves-and this means we cannot separate such processes from the products they produce. In particular, brains make memories, which change the ways we'll subsequently think. The principal activities of brains are making changes in themselves. Because the whole idea of self-modifying processes is new to our experience, we cannot yet trust our commonsense judgement about such matters.
What is remarkable about this passage is the absence of any notion of representation. Minsky does not say that the principal activity of brains is to represent the external world; he says that it is to make continuous self-modifications. What has happened to the notion of representation?
In fact, an important and pervasive shift is beginning to take place in cognitive science under the very influence of its own research. This shift requires that we move away from the idea of the world as independent and extrinsic to the idea of a world as inseparable from the structure of these processes of self-modification. This change in stance does not express a mere philosophical preference; it reflects the necessity of understanding cognitive systems not on the basis of their input and output relationships but by their operational closure.
A system that has operational closure is one in which the results of its processes are those processes themselves. The notion of operational closure is thus a way of specifying classes of processes that, in their very operation, tum back upon themselves to form autonomous networks. Such networks do not fall into the class of systems defined by external mechanisms of control (heteronomy) but rather into the class of systems defined by internal mechanisms of self-organization (autonomy). The key point is that such systems do not operate by representation. Instead of representing an independent world, they enact a world as a domain of distinctions that is inseparable from the structure embodied by the cognitive system.
We wish to evoke the point that when we begin to take such a conception of mind seriously, we must call into question the idea that the world is pregiven and that cognition is representation. In cognitive science, this means that we must call into question the idea that information exists ready-made in the world and that it is extracted by a cognitive system, as the cognitivist notion of an informavore vividly implies.
But before we go any further, we need to ask ourselves why the idea of a world with pregiven features or ready-made information seems so unquestionable. Why are we unable to imagine giving up this idea without falling into some sort of subjectivism, idealism, or cognitive nihilism? What is the source of this apparent dilemma? We must examine directly the feeling that arises when we sense that we can no longer trust the world as a fixed and stable reference point.

Thursday, April 11, 2013

Tao subsystems - III

Close-up picture of a detail of Salvador Dalì, The Persistence of Memory, 1931
The third subsystem for a system model of consciousness discussed by C.T. Tart, after extero-interoception and input processing, is memory:

Subsystems

Memory

The Memory subsystem is concerned with information storage, with containing residues of past experiences that are drawn upon in the present. Memory is thus a large number of semipermanent changes caused by past experience. We can think of memory as structures, presumably in the brain (but perhaps also in the body structure), which, when activated, produce certain kinds of information. And we should not assume that there is just one Memory; there is probably a special kind of memory for almost every subsystem.
Conventional psychological views of Memory also often divide memory functioning into short-term or immediate memory, medium-term memory, and long-term memory. Short-term memory is the special memory process that holds information about sensory input and internal processes for a few seconds at the most. Unless it is transferred to a longer-term memory, this information is apparently lost. Thus, as you look at a crowd, searching for a friend's face for a short time, you may remember a lot of details about the crowd. Then you find your friend's face, and the details about the crowd are lost. There is no point in storing them forever. This short-term memory is probably an electrical activity within the brain structure that dies out after a few seconds: no long-term structural changes occur. Once the electrical activity dies out, the information stored in the pattern or in the electrical activity is gone forever.
Medium-term memory is storage of from minutes to a day or so. It probably involves partial structural changes as well as patterns of energy circulation. You can probably recall what you had for breakfast yesterday morning, but in a few days you will not remember the contents of that meal.
Long-term memory involves semipermanent structural changes that allow you to recall things experienced and learned a long time ago.
This division into short-, medium-, and long-term memory is of interest because these kinds of memories may be differentially affected during d-ASCs. At high levels of marijuana intoxication, for example, short-term memory is clearly affected, although long-term memory may not be. Thus, a marijuana user often reports forgetting the beginning of a conversation he is engaged in, but he continues to speak English. There is little more we can say about differential effects of various d-ASCs on these three kinds of memory, as they have not yet been adequately studied. They offer a fruitful field for research.
A most important aspect of Memory subsystem functioning in various d-ASCs is the phenomenon of state-specific memory. In a number of studies, subjects learned various materials while in d-ASCs, usually drug-induced, and were tested for retention of these materials in a subsequent ordinary d-SoC. Generally, retention was poor. The researchers concluded that things were not stored well in Memory in various d-ASCs. it is now clear that these studies must be reevaluated. Memory is specific. The way in which information is stored, or the kind of Memory it is stored in, is specific to the d-SoC the material was learned in. The material may be stored, but may not transfer to another state. If material is learned in a d-ASC and its retention tested in another d-SoC and found to be poor, the nonretention may indicate either an actual lack of storage of the information or a state-specific memory and lack of transfer. The proper way to test is to reinduce the d-ASC in which the material was learned and see how much material is retained in that state. State-specific memory has been repeatedly demonstrated in animals, although the criterion for the existence of a "state" in such studies is simply that the animals were drugged to a known degree, a criterion not very useful with humans, as explained later.
There is now experimental evidence that for high levels of alcohol intoxication there is definite state-specific memory in humans. It is an experimental demonstration of the old folk idea that if you lose something while very drunk and cannot find it the next day, you may be able to find it if you get very drunk again and then search. Experiential data collected in my study of marijuana users also indicate the existence of state-specific memory, and I have recently received verbal reports that laboratory studies are finding state-specific memory for marijuana intoxication. There also seems to be state-specific memory for the conditions induced by major psychedelic drugs.
State-specific memory can be readily constructed for hypnosis that is, state-specific memory may not occur naturally for hypnosis, but it can be made to occur. If you tell a hypnotized subject he will remember everything that happened in hypnosis when he comes back to his ordinary state such will be his experience. On the other hand, if you tell a deeply hypnotized subject he will remember nothing of what went on during hypnosis or that he will remember certain aspects of the experience but not others, this will also be the case when he returns to his ordinary state. In any event he will recall the experiences the next time he is hypnotized. This is not a pure case of state-specific memory, however, because amnesia for hypnotic experiences in the waking state can be eliminated by a prearranged cue as well as by reinducing the hypnosis.
Another excellent example of state-specific memory is that occurring in spiritualist mediums. A medium enters a d-ASC in which his ordinary consciousness and sense of identity appear to blank out for a time. He may report wandering in what may be loosely called a dreaming state. Meanwhile, an alleged spirit entity ostensibly possesses him and acts as if it has full consciousness. Upon returning to a normal state, the medium usually has total amnesia regarding the events of the d-ASC. The alleged spirit communicator, however, usually shows perfect continuity of memory from state to state.
I suspect that state-specific Memory subsystems will be discovered for many or most d-ASCs, but the necessary research has not been done. The kinds of state-specific memories may vary in completeness. The ones we know of now—from marijuana intoxication, for example—are characterized by transfer of some information to the ordinary d-SoC but nontransfer of other information, the latter often being the most essential and important aspects of the d-ASC experience.
Ordinarily, when we think of Memory we think of information becoming accessible to awareness, becoming part of consciousness, but we should note that we "remember" many things even though we have no awareness of them. Your current behavior is affected by a multitude of things you have learned in the past but which you are not aware of as memories. You walk across the room and your motion is determined by a variety of memories, even though you do not think of them as memories.
Note also that you can remember things you were not initially aware of. When you scan a crowd looking for a friend's face, you may be consciously aware of hardly any details of other faces, being sensitive only to your friend's. A minute later, when asked to recall something about the crowd, however, you may be able to recall a lot of information about it. For this reason, Figure 8-1 shows a direct information flow arrow from Input-Processing to Memory.
We store in Memory not only things that have been in awareness, but also things that were never much in awareness to begin with.
An interesting quality of information retrieved from Memory is that we generally know, at least implicitly, that we are retrieving memories. We do not confuse these with sensations or thoughts. Some kind of operating signal or extra informational quality seems to be attached to the memory information itself that says "This is a memory." There is an intriguing analogy for this. In the early days of radio, when a newscast tuned you in to a foreign correspondent, there was an obvious change in the quality of the audio signal, a change that you associated with a foreign correspondent broadcasting over a long distance on short wave. The sound was tinny, the volume faded in and out, there were hisses and crackles. This was a noninformational extra that became so associated in listeners' minds with hearing a real foreign correspondent that many radio stations resorted to the trick of deliberately adding this kind of distortion years later when communication technology had improved so much that the foreign correspondent's voice sounded as if he was actually in the studio. The added distortions made the listeners feel they were indeed hearing a faraway reporter and made the broadcast seem more genuine. Similarly, memory information is usually accompanied by a quality that identifies it as memory. The quality may be implicit: if you are searching actively for various things in your Memory, you need not remind yourself that you are looking at memories.
This extra informational quality of memory can sometimes be detached from memory operation per se. It is possible to have a fantasy, for example, with the "this is a memory" quality attached, in which you mistakenly believe you are remembering something instead of just fantasizing it. Or, the quality may be attached in a d-ASC to an incoming sensory perception, triggering the experience of déjà vu, the feeling that you have seen this before. Thus you may be touring in a city you have never visited and it all looks very familiar; you are convinced you remember what it is like because of the presence of the "this is a memory" quality.
When information is actually drawn from Memory without the quality "this is a memory" attached, interesting things can happen in various d-ASC. Hallucinations, for example, are information drawn from memory without the memory quality attached, but with the quality "This is a perception" attached.
Much of the functioning of the Sense of Identity subsystem (discussed later) occurs via the Memory subsystem. You sense of who you are is closely related to the possession of certain memories. If the "this is a memory" quality is eliminated from those memories so that they become just data, you sense of identity can be strongly affected.
Other variations of Memory subsystem functioning occur in various d-ASCs. The ease with which desired information can be retrieved from memory varies so that in some d-ASCs it seems hard to remember what you want, in others it seems easier than usual. The richness of the information retrieved varies in different d-ASCs, so that sometimes you remember only sketchily, and at other times in great detail. The search pattern for retrieving memories also varies. If you have to go through a fairly complex research procedure to find a particular memory, you may end up with the wrong memories or associated memories rather than what you were looking for. If you want to remember an old friend's name, for example, you may fail to recall the name but remember his birthday.
Finally, we should note that a great many things are stored in Memory but not available in the ordinary d-SoC. The emotional charge connected with those memories makes them unacceptable in the ordinary d-SoC, and so defense mechanisms repress or distort our recall of such information. In various d-ASCs the nature of the defense mechanisms may change or their intensity of functioning may alter, allowing the memories to become more or less available.

Tao subsystems - II

Thursday, April 4, 2013

steps to a middle Tao


The sense of dissatisfaction which comes from the separation of the cognitivist and emergent approaches to cognition from direct experience lays the basis for a refounding of the heart of theories and models of the cognition sciences: the concept of "representation":

Steps to a Middle Way

The Cartesian Anxiety

A Sense of Dissatisfaction
Why should it be threatening to question the idea that the world has pregiven properties that we represent? Why do we become nervous when we call into question the idea that there is some way that the world is “out there," independent of our cognition, and that cognition is a re-presentation of that independent world?
Our spontaneous and unreflective common sense would deny that these questions are scientific, perhaps by thinking, “How else could the mind and the world be related?” The realist in us claims that our questions are simply “phiiosophical"-a polite way of making them seem interesting, yet also irrelevant. It is true. that they are partly philosophical, but we can also rephrase them as questions in cognitive science. What actually is the scientific basis for the idea that the mind is some kind of information-processing device that responds selectively to pregiven features of the environment? Why do we assume that cognitive science cannot call into question these notions of representation and information processing not just philosophically but in its day-to-day research?
To think that we cannot raise such issues is a blindness in contemporary common sense, deeply entrenched in our Western tradition and recently reinforced by cognitivism. Thus even when the very ideas of representation and information processing change considerably, as they do in the study of connectionist networks, self-organization, and emergent properties, some form of the realist assumption remains. In cognitivism, the realism is at least explicit and defended; in the emergence approach, however, it often becomes simply tacit and unquestioned. This unreflective stance is one of the greatest dangers facing the field of cognitive science; it limits the range of theories and ideas and so prevents a broader vision and future for the field.
A growing number of researchers in all areas of cognitive science have expressed dissatisfaction with the varieties of cognitive realism. This dissatisfaction derives from a deeper source than the search for alternatives to symbol processing or even mixed "society of mind" theories: it is a dissatisfaction with the very notion of a representational system. This notion obscures many essential dimensions of cognition not just in human experience but when we try to explain cognition scientifically. These dimensions include the understanding of perception and language, as well as the study of evolution and life itself.
Our discussion so far has focused on linking the two poles of science and human experience. This part will continue this task, but by developing a nonrepresentationist alternative from within the heart of cognitive science. We now need to pause and reflect on the scientific and philosophical roots of the very idea of representation. We are thinking not merely of the current notions in cognitive science of computation and information processing but of the entire philosophical tendency to view the mind as a "mirror of nature."

Thursday, March 28, 2013

Tao subsystems - II


After discussing exteroception and interoception Tart continues on the description of the subsystems which form consciousness, going on with the processing of the input produced via the external world (exteroception) and via the body (interoception):

Subsystems

Input Processing

Before reaching awareness, all input data, whether interoceptive or exteroceptive, normally goes through various degrees of processing. The Input-Processing subsystem consists of a complex, interlocking series of totally automatic processes that compares incoming data against previously learned material stored in memory, rejects much of the data as irrelevant, selects some of them as important enough to deserve further processing, transforms and abstracts these important data, and passes this abstraction along to awareness. Thus, a major function of Input-Processing is rejection. At any given instant, you are generally bombarded by an enormous quantity of sensory data of all sorts. Most of the data is not important in terms of defined needs, such as your biological survival. Since your ability to handle information and awareness is limited, you would be overwhelmed if all this mass of incoming data came through. Instead, you receive a small abstraction of incoming information that is important by personal and consensus reality standards.
Input-Processing is totally automatic. Look at this thing that is in your hands with the question, "What is it?" in your mind. Immediately you see a book. You did not have the experience of seeing a whitish rectangular object with dark spots on it. You did not further experience these spots as being arranged in lines, and the individual spots as having distinctive characteristics, which you then, by painstaking examination, arranged into words and sentences, and so concluded that this was a book in your hands. No, the recognition of this thing as a book was instantaneous and automatic. To demonstrate how automatic the processing is, look at the book again and try to see it as simply a collection of incoming, assorted stimuli instead of as a book.
Unless you have some unusual abilities, you find it very difficult to see this object as anything but a book.
Numerous psychological studies have focused on the way perception is automated. Many of these studies have mistakenly assumed they were studying the "accuracy" of perception. What they were usually studying was the agreement with consensus reality standards for perceiving things. An immediate, automatic perception of socially defined reality is taken as being "realistic" and as a sign of a "good-observer."
Thus, Input-Processing is a learned behavior, probably the most complex a human being has to acquire. Think of the number of connections among stimuli and the number of responses associated with the various stimuli that an infant must learn before he can be said to "think." the task is staggering. The infant must learn to perceive instantly and automatically all major features of consensus reality as his parents, peers, and teachers do. This means that an immense amount of information must be stored in memory (it does not matter whether it is stored in the Memory subsystem or in a special Input-Processing memory) and be almost instantly available to Input-Processing. Total automation of the process is equated with efficiency: if I have to struggle to identify an object, I feel stupid; but if I recognize it right away, I feel competent and smart.
In relation to enculturation process, we discussed the fact that a child has more options for his consciousness than a teenager or an adult. This is another way of saying that the automatization of Input-Processing and its efficiency become comprehensive with increasing age, until by the time we are adults almost everything in our world is instantly recognized and dealt with "appropriately." An adult sees things almost exclusively in a culturally approved way and makes culturally approved responses. Rigidity increases with age: that is what Timothy Leary meant when he said, "Don't trust anyone over thirty." The statement is overgeneralized, but it does contain an important psychological truth: older people are liable to be less able to see things differently from the way they have always been accustomed to seeing them.
Numerous psychological studies show variation in Input-Processing that are related to differences within consensus reality. An early study of perception, for example, showed that poor children tend to perceive coins as physically larger than rich children do. People with strong religious values tend to pick up words and other stimuli relating to religion more readily than they do those relating to economics, and vice versa. People with neuroses or psychoses tend to be especially sensitive to certain stimuli that trigger their neurotic structures and to distort perception in ways that fit these neurotic structures. Projective tests, in which the subject is shown a relatively ambiguous stimulus like an ink blot and asked to describe what he sees, are a way of investigating the underlying structures of Input-Processing. If he repeatedly sees a murdered baby in several different blots, we might begin to wonder about the way he has dealt with aggression in his life or about his feelings toward his parents.
In terms of the basic concepts of attention/awareness, psychological energy, and structure, Input-Processing represents a large number of structures, each specialized in responding to certain kinds of stimulus patterns. It has a certain amount of psychological energy always available, so that this active set of structures almost always stands between you and your sense. Input-Processing is automatized in the sense that the structures always draw energy of some sort when activated and process information in a relatively fixed way before passing this information on to awareness.
The ubiquity of Input-Processing is a main reason I have elsewhere distinguished consciousness from awareness. Some kind of "pure" awareness may be a basic from which we start, but ordinarily we experience consciousness, awareness as it is vastly modified by the machinery of the mind. Here Input-Processing in effects places a number of structures between us and our sensory input, and even our sensory input comes through the Exteroception and Interoception subsystems, which are themselves structures with characteristics of their own. Other subsystems are also structures that modify or pattern basic awareness into consciousness. The systems diagram presented as Figure 8-1 shows awareness in a distinct place, but it really spreads through the various subsystems and so becomes consciousness.
The main function of Input-Processing, then, is abstraction. This subsystem is rather like a vast organization that keeps track of an industry's progress and problems and, through hierarchical chains, passes on only the most abstracted reports to the president of the company.
Input-Processing also generalizes, gives a familiar abstracted output to unfamiliar situations that are reasonably close to particular perceptions that have been learned. Thus you recognize this object as a book even though you have never seen this particular book before: it is similar enough to other books to have label automatically applied to it. This kind of generalization may be greatly affected by dominated needs and emotions: all apples look alike to a hungry man.
Various aspects of Input-Processing can show extremely large changes in various d-ASCs. There are large quantitative changes, that is, the range of continuous changes in various aspects of Input-Processing may be greater or less than in your ordinary d-SoC. Your ability to focus attention on particular percepts, for example, may be quantitatively greater or quantitatively less in various d-ASCs.
There are also many important qualitative changes that may be experienced as entirely new modes of perception. Some of these may be the activation of latent human potentials. Patterns may be seen in ordinarily ambiguous data, making it obviously meaningful. An important effect of marijuana intoxication, for example, is the ability to look at normally ambiguous material, such as the grain pattern in a sheet of wood, and see it as an actual picture. New shades of color are reported in various d-ASCs, new qualities to sound. We shall reserve judgment for the moment on whether these are veridical with respect to the actual stimulating objects.
Apparently fixed properties of perceptual organization may change in various d-ASCs as Input-Processing changes. Carlos Castaneda for example, describes how Don Juan taught him how to turn into a crow while he was intoxicated with a hallucinogenic plant: an outstanding aspect of this experience was that his visual field from each eye became split, so that he had two quite different fields, just as if his eyes were on separate sides of his head, instead of the usual overlapping, integrated field.
Illusions and hallucinations, frequently reported in d-ASCs, represent important changes in Input-Processing. The conventional definition of illusion is a misinterpretation of a stimulus that is actually there, as, for example, when on entering a dimly lit room you mistake a coat hanging on a rack for a person. Hallucination is conventionally defined as a vision of something that is not there at all, as, for example, when on entering the same dimly lit room you see a person, even though the room is empty. While it is easy to distinguish these two extremes, there is obviously a continuum between them: there is always a certain amount of random neural firing in your retina, a "something" there.
In a more general sense, we must realize that "misperception" and "what is and is not there" are usually defined in terms of consensus reality. We may hope that our consensus reality has a high degree of accuracy with respect to physical reality, but to assume automatically that it does is to be very parochial. If one person hears a given piece of music as exceptionally beautiful in its melody, and another hears it as quite common, was the first person suffering an illusion, or was he really more perceptive? We must be particularly careful in dealing with phenomena from d-ASCs that our consensus reality automatically defines as hallucinatory. Should we have so much faith in the conceptual schemes evolved in our ordinary d-SoC that we automatically dismiss anything that does not fit with them? It is bad science to continue to do so.
An illusion, then, is Input-Processing's interpretation of a stimulus in a way that does not match consensus reality standards. Whether the interpretation added by the illusion is a richer and more accurate perception of a stimulus pattern, or a more distorted and less accurate one, varies with individual cases. In terms of d-ASCs we know about, my general impression is that they possess the property of making our perception more accurate in some ways and less accurate in others. A hallucination is a functioning of Input-Processing whereby stored information is drawn from Memory, worked over by Input-Processing, and passed along to awareness as if it were sensory data. The special label or quality that identifies the source of this vivid image as memory is missing; the quality that identifies it as a sensory stimulus is present. Depending on the type of d-ASC, a hallucination may completely dominate perception, totally wiping out all sensory input coming through Input-Processing, or may be mixed with processed sensory data. The intensity of the hallucination may be as great as that of ordinary sensory information, even greater, or less.
An interesting dimension of variability of Input-Processing in d-ASCs is the degree to which it can be voluntarily altered. The degree of control may be high or low. I recall participating in some experiments on the effect of psilocybin, a psychedelic like LSD, when I was a graduate student. While intoxicated by the drug, I had to sort through a batch of file cards, each of which contained a statement of various possible symptoms. If I was experiencing the symptom, I was to put the card in the "true" pile, if I was not, in the "false" pile. I quickly found that I could make almost every statement true if I so desired, simply by reading it several times. I would pick up a statement like "My palms are sweating green sweat," think that would be an interesting experience, reread the statement several times, and then look at my hands and see that, sure enough, they were sweating green sweat! I could read a statement like "The top of my head is soft" several times and feel the top of my head become soft! Thus, while intoxicated with psilocybin my degree of voluntary control over Input-Processing became very large, sufficiently to create both illusions and hallucinations by merely focusing attention/awareness energy on the desired outcome.
Another type of variation that can occur in Input-Processing in d-ASCs is the partial or total blocking of input from exterocepters or interoceptors. The d-ASC of deep hypnosis is an example. One can suggest to a talented, deeply hypnotized subject that he is blind, that he cannot feel pain, that he cannot hear, and experientially this will be so. The subject will not respond to a light or to objects shown him, and both during the d-ASC and afterward in his ordinary d-SoC, will swear that he perceived nothing. His eyes are still obviously functioning, and evoked brain responses recorded from the scalp show that input is traveling over the sensory nerves from his eye to his brain, but at the stage of Input-Processing the input is cut off so it does not reach awareness. Similarly, analgesia to pain may be induced in hypnosis and other d-ASCs.
When input is completely blocked in Input-Processing there may or may not be a substitution of other input. Thus information may be drawn from memory to substitute a hallucination for the actual blocked information. If, for example, a deeply hypnotized subject is told that he cannot see a particular person who is in the room, he may not simply experience a blank when looking at that person (which sometimes happens), he may actually hallucinate that details of the room behind the person and thus see no anomalous area in his visual field at all.
Another important change in d-ASCs is that, experientially, there may seem to be less Input-Processing, less abstracting, so a person feels more in touch with the raw, unprocessed input from his environment. This is especially striking with the psychedelics and is also reported as an aftereffect of concentrative meditation and as a direct effect of opening-up meditation. I know of no experimental studies that have thoroughly investigated whether one can actually be more aware of raw sensory data, but this is certainly a strong experiential feeling. It is not necessarily true, however. Vivid illusions can be mistaken for raw sensory data or (probably what happens) there can be a mixture of greater perception of raw data and more illusion substituted. Whether there is any particular d-ASC in which the balance is generally toward better perception through less abstracting is unknown at present.
Psychedelic-drug-induced conditions are particularly noteworthy for the experience of feeling in contact with the raw data of perception, and this makes perceptions exceptionally beautiful, vibrant, and alive. By contrast, usual perception in the ordinary d-SoC, seems lifeless, abstract, with all the beauty of reality removed to satisfy various needs and blend in with consensus reality.
Also reported in d-ASCs is an experience of feeling more in touch with the actual machinery of Input-Processing, gaining some insight or direct experience of how the abstracting processes work. For example, I was once watching a snowfall through a window at night, with a brilliant white spotlight on the roof illuminating the falling snow. I was in an unusually quiet state of mind (it was too brief for me to decide whether it was a d-ASC), and suddenly I noticed that instead of simply watching white snow fall (my usual experience), I was seeing each snowflake glinting and changing with all colors of the spectrum. I felt strongly that an automated Input-Processing activity that makes snow white had temporarily broken down. Afterward, it struck me that this was likely, for white is actually all the colors of the spectrum combined by Exteroception (eyes) and Input-Processing to the sensation of white. Thus a snowflake actually reflects all the colors of the spectrum, and active "doing" (to use Don Juan's term) on the viewer's part is required to turn it into white. There is no light energy of "white" in the physicist's world. Similarly, persons have reported gaining insights into how various automatic processes organize their perception by being able to see the lack of organization of it or by seeing the alternative organizations that occur.
Synesthesia is another radical change in Input-Processing that sometimes takes place in some d-ASCs. Stimulation of one sense is perceived in awareness as though a different sense had been stimulated at the same time. For example, hearing music is accompanied by seeing colored forms. This is the most common and perhaps the most beautiful form of synesthesia, and is sometimes reported with marijuana intoxication.

All techniques for inducing d-ASCs, except drug or physiological effects that act directly on various bodily functions, must work through Input-Processing. That subsystem mediates all communication. Yet it is useful to distinguish between induction techniques that are primarily designed to disrupt stabilization of the b-SoC in some other subsystem without significantly affecting Input-Processing per se, and those that are designed to disrupt Input-processing directly as a way of destabilizing the b-SoC.
In this latter class is a wide variety of techniques designed to give a person input that is uncanny in terms of the familiar ways of processing input in the b-SoC. The input is uncanny, anomalous in a sense of seeming familiar yet being dissimilar enough in various way to engender a pronounced feeling of nonfitting. Often the events are associated with an emotional charge or a feeling of significance that makes that fact that they do not fit even more important. Don Juan, for example, in training Carlos Castaneda to attain various d-ASCs would often frighten Castaneda or destabilize his ordinary state to an extraordinary degree by doing something that seemed almost, but not quite, familiar, such as simply acting normally but with subtle differences at various points.
The use of uncanny stimuli is not limited to inducing a d-ASC from an ordinary d-SoC.; it can work in reverse. When a person talks about "being brought down" from a valued d-ASC, he means he is presented with stimulation patterns that Input-Processing cannot handle in that d-ASC, so the d-ASC is destabilized, and he returns to his ordinary d-SoC.

Tao subsystems - I