These are excerpts and elaborations from my book "The Nature of Consciousness"
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Mental Modules Vision is one of the most
important and complex cognitive faculties. In 1982 the British
psychologist David Marr delivered a landmark study on vision and, along the way, devised
an influential cognitive architecture. Marr concluded that our vision
system must employ innate information to decipher the ambiguous signals that it
perceives from the world. Processing of perceptual
data must be performed by "modules", each specialized in some
function, which are controlled by a central module. In a fashion similar to the linguist Noam Chomsky and the philosopher Jerry Fodor, Marr assumes that the brain must contain semantic representations that
are innate and universal (i.e., of biological nature) in the form of modules
that are automatically activated. The processing of such representations is
purely syntactical. Marr, Chomsky and Fodor advanced the same
theory of the mind, albeit from three different perspectives: they all believe
that the mind can be decomposed in modules, and they all believe that syntactic
processing can account for what the mind does. Specifically, Marr explained the cognitive faculty
of vision as a process in several steps. First, the physical stimulus from the
world is received (in the form of physical energy) by transducers, that
transform it into a symbol (in the form of a neural code) and pass it on to the
input modules. Then these modules extract information and send it to the
central module in charge of higher cognitive tasks. Each module corresponds to
neural subsystems in the brain. The central module exhibits the property of
being "isotropic" (able to build hypotheses based on any available
knowledge) and "Quinian" (the degree of confirmation assigned to a
hypothesis is conditioned by the entire system of beliefs). The visual system is thus
decomposed in a number of independent subsystems. They provide a representation of the visual scene at three
different levels of abstraction: the "primal sketch", which is a
symbolic representation drawn from the meaningful features of the image
(anything causing sudden discontinuities in light intensity, such as
boundaries, contours, shading, textures); a two-and-a-half dimensional sketch,
which is a representation centered on the visual system of the observer (e.g.,
describing the surrounding surfaces and their properties, mainly distances and
orientation) and computed by a set of modules specialized in parameters of
motion, shape, color, etc.; and finally the tri-dimensional representation,
which is centered on the object and is computed according to some rules (Shimon
Ullman's correspondence rules). This final representation is
what is used for memory purposes. Not what the retina picked up, but what the
brain computed. Back to the beginning of the chapter "Cognition: A General Property of Matter " | Back to the index of all chapters |
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