Showing posts with label Complexity Theory/Emergence. Show all posts
Showing posts with label Complexity Theory/Emergence. Show all posts

Wednesday, January 9, 2008

Terrence Deacon's "Emergence: The Hole at the Wheel's Hub" - summary by Lois Isenman

Terrence Deacon’s article, “Emergence: The Hole at the Wheel’s Hub,” helps bring some clarity to the compelling but poorly defined concept of emergence, which is often used to describe the spontaneous production of order. Deacon describes three hierarchical levels of emergence, and in so doing he provides important scientific context for the Eastern concept of co-dependent arising.The article echoes the previous piece by physicist Paul Davies, which places the origin of the laws of nature within the universe itself.

Emergence: The Hole at the Wheel’s Hub” appears in THE RE-EMERGENCE OF EMERGENCE: THE EMERGENTIST HYPOTHESIS FROM SCIENCE TO RELIGION, a book edited by Philip Clayton (see The Emergence of Spirit) and Paul Davies (Taking Science on Faith). Terrence Deacon is a professor of Biological Anthropology and Linguistics at UC Berkeley and is also the author of THE SYMBOLIC SPECIES: CO-EVOLUTION OF LANGUAGE AND THE BRAIN.

Causality used to be a much more complex issue than it is today. Aristotle recognized four distinct kinds of causes—material, efficient, formal, and final. Deacon writes, “If we use the example of carpentry, material cause is what determines the structural stability of a house, efficient cause is the carpenter’s modification of materials to create the structure, formal cause is the plan followed in this construction process, and final cause is the aim of the process, that is, producing a space protected from the elements. A final cause is that 'for the sake of which' something is done.”

This rich panoply of causes has been reduced to only one, efficient cause, in our scientific age. Renaissance thinkers such as Descartes and Spinoza took particular offense at the notion of final cause.Deacon says, “As exemplified by the early explanations of the power of vacuums and buoyancy, only 'pushes' [not pulls] seemed allowable as determinants of the efficacy and direction of physical changes."


In contrast, the concept of final causality, or purpose, suggests that ends come first and determine means. This gives the impression that time is running backwards, as does the spontaneous production of order that characterizes many natural processes. By exploring various levels of the spontaneous emergence of order, Deacon aims to recontextualize our sense of final causality, especially as it relates to the evolution of life and to mind.He asks, “Is there someway to identify a real and substantial sense of the 'pull' of future possibilities in terms of 'pushes' from the past?" Such a perspective allows the future, which is an absence from the point of view of the present, to become pregnant with possibility and thus to cause. He quotes from the Tao Te Ching:

“Thirty spokes converged at the wheel's hub to an empty space that makes it useful. Clay is shaped into a vessel, to take advantage of the emptiness it surrounds.Doors and windows are cut into walls of a room so that it can serve some function. Though we must work with what is there, use comes from what is not there.”

Deacon elaborates, "Here we are confronted with a different sense of causality, in the form of an 'affordance': a specifically constrained range of possibilities, a potential that is created by virtue of something missing." Deacon uses this notion of absence, of something being shaped by what is missing, to help unify three different progressively more complex levels of emergence. He calls them non-recurrent, simple recurrent and hyper recurrent, or alternatively, first, second, and third order emergence, or thermodynamic, morphodynamic and teleodynamic emergence.

He defines emergence as "unprecedented global regularity generated within a composite system by virtue of higher-order consequences of the interaction of composite parts." Certain non-canceling regularities of relationship of lower-level constituents reinforce and amplify each other at higher levels. “…[H]igher order properties then can be created that effectively 'drag along' component constituent dynamics, even though these higher order regularities are constituted by lower-order interactions....By means of these circles, nature tangles its causal chains into complex knots in such a way that the global effects can come to resemble a reversal of time.”


With first order, or thermodynamic emergence, higher-order properties emerge from aggregates, for example liquid phenomena—such as surface tension and laminar or turbulent flow—characteristic of water molecules. Numbers matter to emergent properties, in contrast to other molecular properties, such as atomic composition and mass, which are invariant across scale.A single water molecule is not a liquid; liquid properties are due to the relationships between molecules. In repeated interactions, the characteristics of individual water molecules, for example their charge or internal vibration, distribute so as to cancel each other.This leaves only relational properties, or how molecules fit together, which are non-canceling, to characterize the aggregate. Liquid properties are new properties that emerge from the aggregate, even though they can be described in reductive terms.

Many different types of molecules can amass into liquids. There are "... many possible ways that different micro-details of structure and interaction can converge to produce the same higher-order properties. A given higher-order liquid property 'supervenes' on specific lower-order interactions to the extent that the former always entails the latter, but the vast iterative dynamics of these interactions also has a variety-canceling effect that converges to similar results across a wide range of substrates and modes of interaction."

In thermodynamic emergence, the uniformity of the higher order properties leaves no way for biases—or non-canceling regularities—to reinforce complementary biases at lower levels. In contrast in self-organizing, or morphodynamic systems, “…interaction dynamics at lower levels becomes strongly affected by regularities emerging at higher levels of organization.” Thermodynamic emergence becomes unstable; with continuing perturbations, these biases at higher levels can come to overwhelm cancellation. In Bernard cells, for example, water of uniform depth heated from below, under certain conditions, forms regular hexagonal cells of rising hot and falling cool liquid. This bias or higher-level regularity comes about because various other “unstable patterns of convection cancel each other out.” Regular hexagonal cells allow for the most efficient dissipation of heat.

Figure 5.2 from original article: reprinted with permission

Benard cell dynamics. Left: A tracing of a photo of Benard cells forming in a heated dish, showing their approximate hexagonal symmetry (though distorted by the constraints of the circular edge of the dish). Right: A diagram of the convection current pattern for a single Benard cell in stable dynamical configuration.

Snow crystal growth also reflects a self organizing system. Instability here comes about by the continuous addition of similar units. Three factors converge: 1) the hexagonal micro-structural lattice derived from the symmetry of the water molecule, 2) the radial symmetry of heat dissipation, and 3) the complex history of the changing temperature, pressure, and humidity of the developing crystal, as new units are added, as well as the subsequent history of the aggregate.Each prior stage of growth biases the subsequent ones, what Deacon frames as 'compound interest.'

In contrast to a snow crystal’s growth, in which all units added are similar, in autocatalytic reactions different types of molecules interact with each other. In a chemical soup, sometimes one molecule can catalyze another and so on until a closed loop forms. As long as sufficient energy and raw material are available, such an autocatalytic set can strongly influence how the soup is constituted. The potential interaction of the different specific molecules with each other as well as the potential relational properties of the whole have a strong influence on the organization that develops. Cellular metabolism is constituted around many autocatalytic cycles. Together, they "constitute a system dynamics that is 'autopoietic' (literally, 'self-making').”

In each of these examples of second-order emergent phenomena, "we find a tangled hierarchy of causality, where micro-configurational particularities can be amplified to determine macro-configurational regularities and where these in turn further constrain and/or amplify subsequent micro-configurational regularities. … As material and energy flows in, through and out again, form also re-circulates and becomes amplified. In one sense this form is nothing more than a set of restrictions upon and biases towards possible future material and energetic events; in another sense, it is what defines and bounds the higher-order unity that we identify as the system."

In third order emergent systems, in addition to the above, some sort of informational memory is present. "...[N]ot only is there an amplification of the global influences on parts, but also a redundant 'sampling' of these influences which reintroduces them into different realizations of the system over time.” Memory, in the form of genetic material, for example, allows third order emergent systems to enclose morphodynamic systems in another causal loop. This memory or historical encoding means that new forms can now be maintained across chasms of time, space, and energy. Such systems are inherently developmental and/or evolutionary. "…[N]atural selection can be seen as a random or stochastic 'exploration' of variant morphodynamic relationships of reciprocity with respect to environmental regularities."

"...[B]ecause there is a remembered trace of each prior 'self' state contributing to the dynamics of future states, such systems develop not merely with respect to the immediate prior state of the whole, but also with respect to their own remembered past states. This contributes to the characteristic differentiation and divergence from, and the convergence back towards, some 'reference' state, which organisms standardly exhibit."

With third order emergence, purpose emerges. Third order emergent systems and the atoms that compose them "do something for something." Their purpose is forged by their emergent history. The hemoglobin molecule, for example, cannot be completely described by its physics, chemistry or even its biology. Its "... existence must be seen against a backdrop of vastly more numerous molecular forms that were eliminated via natural selection, leaving hemoglobin as the one representative of the set. …Hemoglobin occupies the space of possibilities that was left". Deacon suggests that life is synonymous with third order emergent phenomenon. “It's embedded circular architecture of circular architectures definitely marks the boundary of a unit of causal self-reference that is extended in both space and time.”

This purpose at the center of third order emergence—movement towards some target state by competitive reproductive success—justifies calling these “teleodynamic systems.” Yet this purpose is also a specific absence, just as the void that forms the vessel in the Taoist verse earlier. It echoes and builds on the specific absence in the other two kinds of emergence as well. Each develops around what Deacon calls the least-discordant remainder. Future events are shaped less by determinism than by "what was not cancelled or eliminated.” This leads to an apparent time reversal in the sense that what is not there, the "pull of yet unrealized possibility," becomes efficacious. This pull of unrealized possibility comes to determine "function in biology and purposeful action in psychology.” It is also “the essence of representation, or intentionality: something whose existence is conditional upon something that is not. It is this feature of mental phenomena that has most mystified scholars for millennia: their 'aboutness.’"

Each of the three types of emergence represents a causal topology that is circular or closed. Thus “... while it is technically correct to say that life and mind supervene on chemical processes, it is misleading to say that they are 'merely' or 'nothing but' chemical processes… This collapses the complex levels of emergent relationships that stand in between.”

These causal topologies also help redefine three of Aristotle's causes and interconnect them. Teleodynamic emergence roughly corresponds to final causality. It encircles morphodynamics emergence, which in some sense corresponds to formal causality, which in turn encircles thermodynamic or efficient causality.

At the pinnacle of these causalities rests human consciousness and the subjective experience of self. Deacon writes, “A symbolizing mind has perhaps the widest possible locus of causal influence of anything on earth. …Human consciousness—with its features of autonomous causal locus, self-origination, and implicit 'aboutness’—epitomizes the logic of emergence in its very form. Like something coming out of nothing, the subjective self is, in effect, a constitutive absence for the sake of which new constitutive absence is being incessantly evolved. In this sense, there is some legitimacy to the eliminativist claim that there is no 'thing' that it is. Indeed this must be so. The locus of self is, effectively, a negative mode of existence that can act as an unmoved mover of sorts, a non-thing that nonetheless is the locus of a form of inertia—a resistance to change—with respect to which other physical processes can be recruited and organize."

Friday, December 7, 2007

Taking Science on Faith - by Paul Davies

Paul Davis feels that both science and religion “fail to provide a complete account of physical existence.” Neither externally imposed (God-given) laws, nor the multiple universe theory, another way to account for the existence of a life in our universe, can satisfactorily account for the origin of life (see Religion vs Science: Bridging the Gap). The “multiverse” theory proposes that many universes with different sets of laws exist and our universe just happens to have a set compatible with life. Davis instead regards “the laws of physics and the universe they govern as part and parcel of a unitary system.” This view is consistent with a number of other articles we have posted. (See some of the entries under the Co-dependent Arising and Cosmology labels in the index).

Paul Davies is the director of Beyond, a research center at Arizona State University, and the author of “Cosmic Jackpot: Why Our Universe Is Just Right for Life.” This article was published as an Op-Ed in the New York Times in November 2007.


Study of Clouds by Nicholas Konstantinovich Roerich
Этюд Oблаков

reproduced with permission from the Nicholas Roerich Museum of New York City


Science, we are repeatedly told, is the most reliable form of knowledge about the world because it is based on testable hypotheses. Religion, by contrast, is based on faith. The term “doubting Thomas” well illustrates the difference. In science, a healthy skepticism is a professional necessity, whereas in religion, having belief without evidence is regarded as a virtue.

The problem with this neat separation into “non-overlapping magisteria,” as Stephen Jay Gould described science and religion, is that science has its own faith-based belief system. All science proceeds on the assumption that nature is ordered in a rational and intelligible way. You couldn’t be a scientist if you thought the universe was a meaningless jumble of odds and ends haphazardly juxtaposed. When physicists probe to a deeper level of subatomic structure, or astronomers extend the reach of their instruments, they expect to encounter additional elegant mathematical order. And so far this faith has been justified.

The most refined expression of the rational intelligibility of the cosmos is found in the laws of physics, the fundamental rules on which nature runs. The laws of gravitation and electromagnetism, the laws that regulate the world within the atom, the laws of motion — all are expressed as tidy mathematical relationships. But where do these laws come from? And why do they have the form that they do?

When I was a student, the laws of physics were regarded as completely off limits. The job of the scientist, we were told, is to discover the laws and apply them, not inquire into their provenance. The laws were treated as “given” — imprinted on the universe like a maker’s mark at the moment of cosmic birth — and fixed forevermore. Therefore, to be a scientist, you had to have faith that the universe is governed by dependable, immutable, absolute, universal, mathematical laws of an unspecified origin. You’ve got to believe that these laws won’t fail, that we won’t wake up tomorrow to find heat flowing from cold to hot, or the speed of light changing by the hour.

Over the years I have often asked my physicist colleagues why the laws of physics are what they are. The answers vary from “that’s not a scientific question” to “nobody knows.” The favorite reply is, “There is no reason they are what they are — they just are.” The idea that the laws exist reasonlessly is deeply anti-rational. After all, the very essence of a scientific explanation of some phenomenon is that the world is ordered logically and that there are reasons things are as they are. If one traces these reasons all the way down to the bedrock of reality — the laws of physics — only to find that reason then deserts us, it makes a mockery of science.

Can the mighty edifice of physical order we perceive in the world about us ultimately be rooted in reasonless absurdity? If so, then nature is a fiendishly clever bit of trickery: meaninglessness and absurdity somehow masquerading as ingenious order and rationality.

Although scientists have long had an inclination to shrug aside such questions concerning the source of the laws of physics, the mood has now shifted considerably. Part of the reason is the growing acceptance that the emergence of life in the universe, and hence the existence of observers like ourselves, depends rather sensitively on the form of the laws. If the laws of physics were just any old ragbag of rules, life would almost certainly not exist.

A second reason that the laws of physics have now been brought within the scope of scientific inquiry is the realization that what we long regarded as absolute and universal laws might not be truly fundamental at all, but more like local bylaws. They could vary from place to place on a mega-cosmic scale. A God’s-eye view might reveal a vast patchwork quilt of universes, each with its own distinctive set of bylaws. In this “multiverse,” life will arise only in those patches with bio-friendly bylaws, so it is no surprise that we find ourselves in a Goldilocks universe — one that is just right for life. We have selected it by our very existence.

The multiverse theory is increasingly popular, but it doesn’t so much explain the laws of physics as dodge the whole issue. There has to be a physical mechanism to make all those universes and bestow bylaws on them. This process will require its own laws, or meta-laws. Where do they come from? The problem has simply been shifted up a level from the laws of the universe to the meta-laws of the multiverse.

Clearly, then, both religion and science are founded on faith — namely, on belief in the existence of something outside the universe, like an unexplained God or an unexplained set of physical laws, maybe even a huge ensemble of unseen universes, too. For that reason, both monotheistic religion and orthodox science fail to provide a complete account of physical existence.

This shared failing is no surprise, because the very notion of physical law is a theological one in the first place, a fact that makes many scientists squirm. Isaac Newton first got the idea of absolute, universal, perfect, immutable laws from the Christian doctrine that God created the world and ordered it in a rational way. Christians envisage God as upholding the natural order from beyond the universe, while physicists think of their laws as inhabiting an abstract transcendent realm of perfect mathematical relationships.

And just as Christians claim that the world depends utterly on God for its existence, while the converse is not the case, so physicists declare a similar asymmetry: the universe is governed by eternal laws (or meta-laws), but the laws are completely impervious to what happens in the universe.

It seems to me there is no hope of ever explaining why the physical universe is as it is so long as we are fixated on immutable laws or meta-laws that exist reasonlessly or are imposed by divine providence. The alternative is to regard the laws of physics and the universe they govern as part and parcel of a unitary system, and to be incorporated together within a common explanatory scheme.

In other words, the laws should have an explanation from within the universe and not involve appealing to an external agency. The specifics of that explanation are a matter for future research. But until science comes up with a testable theory of the laws of the universe, its claim to be free of faith is manifestly bogus.


Friday, November 16, 2007

The Potential of Evolution - by John Stewart

In the last post, Philip Clayton describes the emergence of spirit from a theistic perspective. The following post instead approaches emergence from a secular perspective, focusing on the emergence of successively higher levels of organization in evolution. John Stewart describes the movement from a collection of “isolated, self-concerned individuals” towards a collective consciousevolutionary awakening” of our interdependence. It is an extract from his book, EVOLUTION’S ARROW: THE DIRECTION OF EVOLUTION AND THE FUTURE OF HUMANITY, that was published as an article called “The Potential of Evolution” in the magazine What Is Enlightenment? John Stewart is a senior labor relations policy adviser with the Australian Government and a member of ECCO, the Evolution, Complexity, and Cognition Research Group at the Free University of Brussels.

A major evolutionary transition is beginning to unfold on earth. Individuals are emerging who are choosing to dedicate their lives to consciously advancing the evolutionary process. They see that their lives are an important part of the great evolutionary process that has produced the universe and the life within it, and they realize that they have a significant role to play.


Redefining themselves within a wider evolutionary perspective is providing meaning and direction to their lives. They no longer see themselves as isolated, self-concerned individuals who live for a short time and then die irrelevantly in a meaningless universe. They know that if evolution is to continue to fulfill its potential, it now must be driven consciously, and that it is their responsibility and destiny to contribute to this.

The most meaningful activity in which a human being can be engaged is one that is directly related to human evolution. This is true because human beings now play an active and critical role not only in the process of their own evolution but in the survival and evolution of all living beings. Awareness of this places upon human beings a responsibility for their participation in and contribution to the process of evolution. If humankind would accept and acknowledge this responsibility and become creatively engaged in the process of metabiological evolution consciously, as well as unconsciously, a new reality would emerge, and a new age would be born.

Jonas Salk

At the heart of this evolutionary awakening is the understanding that evolution is directional. Evolution is not aimless and random; it is headed somewhere. This is very important knowledge. Once we understand the direction of evolution, we can identify where we are located along the evolutionary trajectory, discover what the next steps are, and see what these steps mean for us, as individuals and collectively.

Where is evolution headed? Contrary to earlier understandings, it is now unmistakable that the trend is toward greater interdependence and cooperation amongst living processes. If humans are to advance the evolutionary process on this planet, a major task will be to find more cooperative ways of organizing ourselves.

The trend toward increasing cooperation is well illustrated by a short history of the evolution of life on earth. For billions of years after the Big Bang, the universe expanded rapidly in scale and diversified into a multitude of galaxies, stars, planets, and other forms of lifeless matter. The first life that eventually arose on earth was infinitesimal—it comprised only a few molecular processes. But it did not remain on this tiny scale for long. In the first major development, cooperative groups of molecular processes formed the first simple cells. Then, in a further significant advance, communities of these simple cells formed more complex cells on a much greater scale.

A further major evolutionary transition unfolded after many more millions of years. Evolution discovered how to organize cooperative groups of these complex cells into multicelled organisms such as insects, fish, and eventually mammals. Again the scale of living processes had increased enormously. This trend continued with the emergence of cooperative societies of multicelled organisms, including beehives, wolf packs, and baboon troops. The pattern was repeated with humans—families joined up to form bands, bands teamed up to form tribes, tribes joined to form agricultural communities, and so on. The largest-scale cooperative organizations of living processes on the planet are now human societies.

This unmistakable trend is the result of many repetitions of a process in which living entities team up to form larger-scale cooperatives. Strikingly, the cooperative groups that arise at each step in this sequence become the entities that then team up to form the cooperative groups at the next step in the sequence.

It is easy to see what has driven this long sequence of directional evolution—at every level of organization, cooperative teams united by common goals will always have the potential to be more successful than isolated individuals. It will be the same wherever life arises in the universe. The details will differ, but the direction will be the same—toward unification and cooperation on a greater and greater scale.

Life has come a long way on this planet. When it began, individual living processes could do little more than influence events at the scale of molecules. But as a result of the successive formation of larger and larger cooperatives, coordinated living processes are now managing and controlling events on the scale of continents. And life appears to be on the threshold of another major evolutionary transition: humanity has the potential to form a unified and inclusive global society in symbiotic relationship with our technologies and with the planet as a whole. In the process, “we” (the whole) will come to manage matter, energy, and living processes on a planetary scale. When this global organization emerges, the scale of cooperative organization will have increased over a million billion times since life began.

If humanity is to fulfill its potential in the evolution of life in the universe, this expansion of the scale of cooperative organization will continue. The global organization has the potential to expand out into the solar system and beyond. By managing matter, energy, and living processes on a larger and larger scale, human organization could eventually achieve the capacity to influence events at the scale of the solar system and galaxy. And the human organization could repeat the great transitions of its evolutionary past by teaming up with any other societies of living processes that it encounters.

We are the product of 4.5 billion years of fortuitous, slow biological evolution. There is no reason to think that the evolutionary process has stopped. Man is a transitional animal. He is not the climax of creation. . . .

We are set irrevocably, I believe, on a path that will take us to the starsunless in some monstrous capitulation to stupidity and greed we destroy ourselves first.

Carl Sagan

The great potential of the evolutionary process is to eventually produce a unified cooperative organization of living processes that spans and manages the universe as a whole. The matter of the universe would be infused and organized by life. The universe itself would become a living organism that pursued its own goals and objectives, whatever they might be. In its long climb up from the scale of molecular processes, life will have unified the universe that was blown apart by the Big Bang.

Wednesday, October 3, 2007

The Emergence of Spirit by Philip Clayton

Co-dependent arising, the topic of the last few posts, is closely associated with emergence. In emergence lower levels of mutually interconnected (or co-dependent) parts can give rise to higher levels of organization with new properties. In his article “EMERGENCE OF SPIRIT,” Philip Clayton develops an emergent view of the Cosmos consistent with Theism. Spirit does not emerge from matter according to his view rather it is present from the beginning. However he conceptualizes divine activity as functioning differently at the physical, biological and the mental levels of emergence. The article appeared in the fall 2000 issue of the bulletin of CTNS, the Center for Theology and the Natural Sciences. The following passages have been extracted from pp 15-17 and have been reprinted with permission.

How exactly should we conceive divine action within the Cosmos given the law-likeness of the physical world, the increasing complexity of the biological world, and the conscious agency that we have found to be indispensable in the world of human actors? Just as importantly, if the history of the Cosmos does reveal a gradual "becoming conscious" of the spiritual nature of the universe and its creator, in what sense was that spiritual dimension present and efficacious from the start? Does God only emerge gradually along with the creation (but then the creation can’t be attributed to God!); or is there some sense in which the same God is present and active in the world in different ways during the different periods and at the different levels of cosmic evolution?

It is easy to formulate several unsatisfactory ways of interpreting the suggestion that God affects the physical world. On one side, there are problems with supposing that God is constantly performing physical miracles by communicating divine purpose to rocks and plants and animals, thereby directly causing them to behave in ways that they otherwise wouldn't. On the other, if theism is viable, then talk of divine action can not be purely otiose, merely adding a religious rhetoric to what is better explained in natural terms…

... Fundamental physics does not offer any openings for divine influence (with the possible exception of quantum indeterminacy---a debate that I will not reopen today). If one asks about the matter, i.e. about causation prior to the emergence of life, the answer must be that what ever divine input or organization or there might have been must have been built and from the beginning. Nothing in our understanding of physics suggest the possibility of subsequent direct divine influence over rocks.

Yet in biology we found reason to break with a purely materialist view: there is an informational element in biology, involving the role played by form, structure and fuction, that is crucially different from physics. Moreover there is some anticipation within the biological order of the kinds of purposes we see fully expressed in mental phenomena. To avoid anthropomorphism I used the Kantian phrase purposiveness without purpose. If one grants my position on God’s causal position in influencing thought, and grants proto-mentality in the biological sphere, then one would expect to see divine causal agency, appropriately limited, at levels in the natural history of life prior to the emergence of conscious being. But how is such causal agency to be conceived---especially if, like most theologians in this field, one is committed to avoiding an account that is either interventionist or occasionalist. Theologians today are correct, I believe, in eschewing answers that imagine God introducing a new form of energy into the physical universe or directly causing deviations in the motion of created entities. But if one accepts this limitation, in what sense can God be set to exert a causal influence on or within creation?

…[P]anentheism changes the framework: if the world remains within and is permeated by the divine: then it is possible to speak of divine purposes and goals being expressed even at the stage at which there are no other actual conscious agents. Even the lawful behavior of the natural world can now be an expression or manifestation of the divine character or intentionality.

Because physical phenomena do not function with anything we can identify as “focal" or direct purpose, we may speak of them as manifesting only God’s "autonomic agency," just as the actions of our own bodies are divided between autonomic processes and focal intentions. For the pantheists, the regularities of natural law represents the autonomic or, as it were, habitual operations of divine action apart from God’s specific or focal intentions. By contrast, should God sometimes consciously influence conscious thought processes in humans or other animals, we would speak of these is focal divine actions.

As organisms evolve and begin to undo the in more complex ways, pantheism allows one to speak of the category of divine action that is not merely autonomic---that is, not completely explicable as a mathematical result of God's autonomic agency---but that nevertheless stop short of focal purpose. We can speak of the central features of the biological realm as reflecting the divine character and influence without claiming that kidneys or amoebas themselves possess the goals of functioning as they do...

... Like physical regularities, biological regularities reflect the divine character; yet here, because organisms also behave in a purposive manner, there is a place in principle for speaking of divine influence. The influence in question must be intermediate between the conscious influence that is possible in relation to conscious beings and the apparent impossibility of influence (outside of natural law) in physics. If biological organisms are indeed more than machines, and if it is correct to ascribe drives, strivings in nonconscious goals to them, then there is room for influence on these goals.

…When the pantheistic account is developed in a manner consistent with the logic of emergence, human thoughts and intentions appear as (at least) a three-level phenomena, with a distinct type of divine influence corresponding to each level. (1) Since thought is built upon the enduring regularities within the one physical cosmos, it (like everything else) reflects the constant character of the all-pervading God. Given the framework of panentheism, we may view these regularities as an expression of autonomic divine agency. (2) Like other forms of activity in the biosphere, the human neurological system is not only conditioned by the autonomic or natural-law level, but also by the quasi-intentional level of biological drives and goals. It is thus open to the sort of biological influence or constraint described above. (3) Finally, if human consciousness is indeed an emergent property of our complex neurophysiological structure, then humans (and perhaps some other animals) also exercise a distinctive form of causation: conscious agency. This would in principle allow God to influence our thoughts and motives at the same mental level that other persons influenced them, even though the means may be rather different.

Human thought in this threefold sense is thus not simply a direct, unmediated expression of God’s own focal thoughts and purposes. We might say that human thoughts are divine thoughts that are removed from any simple identity with the divine will buy their location in a context determined by the various "lower" expressions of divine agency, i.e. by the whole course of natural history.

Wednesday, August 8, 2007

Emergent Properties and Connectionism-by Francisco Varela, Evan Thompson, and Eleanor Rosch

The following is from THE EMBODIED MIND: COGNITIVE SCIENCE AND HUMAN EXPERIENCE (pp. 93-98) which combines insights from Cognitive Science and the Buddhist tradition. It illustrates the co-dependent arising---or emergence, or self-organization---of neural activity between different brain regions. It relates this to Buddhists insights that parse the arising of mental experience into five components or aggregates (forms, feelings/sensations, perceptions, dispositional formations, and consciousness). These may appear to be separate, but are really co-dependently arising aspects of experience. The previous entry, also from the same book, considered the Buddhist view of the co-dependent arising of both self and world. Reprinted with permission of the authors and MIT Press.


… [A]lthough neurons in the visual cortex do have distinct responses to specific features of the visual stimuli, these responses occur only in an anesthetized animal with a highly simplified internal and external environment. When more normal sensory surroundings are allowed and the animal is studied awake and behaving, it has become increasingly clear that stereotype neuronal responses become highly context sensitive. There are, for example, distinct effects produced by bodily tilt or auditory stimulation. Furthermore, the neuronal response characteristics depend directly on neurons localized far from their receptive fields. Even a change in posture, while preserving the same identical sensorial stimulation, alters the neuronal responses in the primary visual cortex, demonstrating that even the seemingly remote motorium is in resonance with the sensorium. (...)

It has, therefore, become increasingly clear to neurosciences that one needs to study neurons as members of large ensembles that are constantly disappearing and arising through their cooperative interactions and in which every neuron has multiple and changeable responses in a context-dependent manner. A rule for the constitution of the brain is that if the region (nucleus, layer) A connects to B, then B connects reciprocally back to A. This law of reciprocity has only two or three minor exceptions. The brain is thus a highly cooperative system: the dense interconnections among its components entail that eventually everything going on will be a function of what all the components are doing.

This kind of cooperativeness holds both locally and globally: it functions within subsystems of the brain and at the level of the connections among these subsystems. One can take the entire brain and divide it into subsections…. These subsections are made up of complex networks of cells, but they also relate to each other in a networked fashion. As a result the entire system acquires an internal coherence in intricate patterns, even if we cannot say exactly how this occurs. For example, if one artificially mobilizes the reticular system, an organism will change behaviorally from, say, being awake to being asleep. This change does not indicate, however, that the reticular system is the controller of wakefulness. That system is, rather, a form of architecture in the brain that permits certain internal coherence is to arise. But when these coherences arise, they are not simply due to any particular system. The reticular system is necessary but not sufficient for certain coherent states such as wakefulness and sleep. (...) In fact, there are many levels of resolution at which such neuronal emergences can be studied, from the level of cellular properties to entire brain regions….

Consider what happens in visual perception in its peripheral stages. (...) The optic nerve connects from the eye to a region in the thalamus called the lateral geniculate nucleus (LGN) and from there to the visual cortex. The standard information-processing description…is that information enters through the eyes and is relayed sequentially through the thalamus to the cortex where “further processing” is carried out. But if one looks closely at the way the whole system is put together one finds little to support this view of sequentiality. (....) It is evident that 80% of what any LGN cell listens to comes not from the retina but from the dense interconnectedness of other regions of the brain. Furthermore, one can see that there are many more fibers coming from the cortex down to the LGN than there are going in the reverse direction….

Thus even at the most peripheral end of the visual system, the influences that the brain receives from the eye are met by more activity that flows out from the cortex. The encounter of these two ensembles of neural activity is one moment in the emergence of a new coherent configuration, depending on a sort of resonance or active match-mismatch between the sensory activity and the internal setting at the primary cortex. The primary visual cortex is, however, but one of the partners in this particular neuronal local circuit at the LGN level. Other partners, such as the reticular formation, the fibers coming from the superior colliculus, or the corollary discharge of neurons that control eye movements, play an equally active role. (...)

What we have described for the LGN and vision is, of course, a uniform principle throughout the brain. Vision is useful as a case study since the details are better known than for most other nuclei and cortical area. An individual neuron participates in many such global patterns and bears little significance when taken individually. In this sense, the basic mechanism of recognition of a visual object or a visual attribute could be said to be the emergence of a global state, among resonating neuronal assemblies.

At this point we would like to return to topic of emerging biological processes and the five aggregates discussed in the previous chapter. We raised the issue there of whether the aggregates arise sequentially or simultaneously. (...) [C]oncern with the parsing of experience is one of the more remarkable points of convergence between cognitive science and mind full/awareness tradition. To take a sequential view of the aggregates seems similar to taking a sequential view of brain activity. Form would have to come first through some pre-attentive segmentation at the retinal and geniculate level, then sensations and perceptions would arise at the reticular and collicular input, whereas concepts and consciousness would be added at different stages of “higher” brain centers…. If, however, perception cannot be so simply analyzed into a straightforward sequence, then it becomes difficult to separate the “low” level of form from the ”higher” levels of, say, sensations and discernments [italics added to indicate the attributes]. The arising of form always involves some predisposition on the part of our structure. If we take the notion of a heap or a pile (Skandha) as a metaphor for the emerging configurations of a neural network, we will be led to think of the aggregates as resonant patterns in one moment of emergence. (...)

It is possible, then, to see the notion of a heap or pile as a metaphor for what we would now call a self-organizing process. The aggregates would arise as one moment of emergence, as in a resonating network where strictly speaking there is no all-or-none separation between simultaneous (since the emergence pattern itself arises as a whole) and sequential (since for the pattern to arise they must be a back-and-forth activity between participating components). Of course… the aggregates do not constitute an information processing theory. Nonetheless, the neuropsychological approach that we have just adumbrated seems compatible with the direct observation based on mindfulness/awareness meditation, thus making all the more remarkable the fact that this tradition has continued to verify the parsing of experience into coherent moments of emergence.

Monday, May 21, 2007

The Forgotten City: Turning the Wheel of the Dharma

The following extracts from WORLD AS LOVER, WORLD AS SELF , by Joanna Macy pp. 53-57, describe the Buddha's teaching of Co-Dependent Arising. This dharma---the Pali word for a teaching or law---resonates with many of Spinoza's ideas in THE ETHICS. It teaches the interconnectedness and thus the ever changing nature, or the impermanence of all things (emotions, in/animate objects, etc). It implies that the emotion-laden labels we attribute to these things (especially "bad" or "good"---the labels Spinoza stresses in his Preface to Part IV) are the result of clinging to what is ever changing. Nothing is "bad" or "good." Things just ARE; they exist and change. The excerpt is reprinted with the permission of the author.

The eight-spoked wheel that graces gateways and temple roofs throughout the Buddhist world symbolizes the teaching of the Buddha. It is called the Wheel of the Dharma, the Dharma Chakra. It also represents the central doctrine that his teachings convey: the doctrine of paticca samuppada or the dependent co-arising of all phenomena. As the Buddha said, “they who see paticca samuppada see the Dharma, and they who see the Dharma see paticca samuppada….”

This centerpiece of the Buddha’s teaching is not about a level of reality separate from our daily lives or aloof from the phenomenal world of change. It refers not to any absolute being of essence, but to the process itself—to the way things work, how events happen and interrelate. Hence it is often called the Law—the law of causality….

With fascination I studied the early Buddhist text. I read how the perception of paticca samuppada dawned on the Buddha the night of his enlightenment, and featured in his discourses. I saw how it underlay everything he taught about self, suffering, and liberation from suffering. I noted how it knocked down the dichotomies bred by hierarchical thinking, the old polarities between mind and matter, self and world….

He did not begin with abstractions or generalities, but with the existential factors of life. He named these factors of experience---ignorance, volitional formations, cognition, name and physical form, sensation, feeling, craving and so on---and pursued them relentlessly to determine how they relate to each other. Persistently he questioned, "For this factor to arise, what else must happen? For it to cease, what else must stop?"

Tracing thus the sources of suffering, he did not find a first cause or prime mover, but beheld instead patterns or circuits of contingency. The factors were sustained by their own interdependence. It was then, in that vigil, in the crucible of his attention, that the perception of dependent co-arising swept upon him.

Coming to be, coming to be!...Ceasing to be, ceasing to be! At that thought, brethren, there arose... a vision of things not before called to mind, and knowledge arose. ...Such is form, such is the coming to be of form, such is its passing away. ...Such is cognition, such is its coming to be, such is its passing away. And [he abided] in the discernment of the arising and passing away.

The process nature of reality became clear-its continual flow, the radical impermanence of all things, with no element or entity aloof from change. But the flux was not chaotic or random, for patterns of conditionality emerged. He saw how factors of existence are mutually determined, providing occasion and context for each other's emergence and subsiding.

All the factors of our lives subsist, then, in a web of mutual causality. Our suffering is caused by the interplay of these factors, and particularly by the delusion, aversion, and craving that arise from our misapprehension of them. Hence, the Four Noble Truths: We create our own bondage by reifying and clinging to what is by nature contingent and transient. Being caused in this way, our suffering is not endemic. It can cease. The causal play can be reversed. This is achieved by seeing the true nature of phenomena, which is their radical interdependence. This is made possible by the cleansing of perception through meditation and moral conduct.

Such a vision, however, is hard to convey, because it goes against the grain of both our sensory experience and our desire for security.