[From Rick Marken (2005.10.18.1310)]
Marc Abrams (2005.10.17.1536)
Are neurons at different levels somehow differentiatable? That is, can
we tell the difference between a 'category' neuron and a 'relationship'
neuron?
I believe the answer is yes. The Nobel Prize winning work of Hubel and
Weisel on receptive fields of neurons in the optic nerve and cortex shows
how afferent neurons can be distinguished in terms of what they perceive. It
turns out that what the signals carried by individuals neurons represent
(their receptive fields) becomes progressively more complex as you move from
neurons in the optic nerve to neurons in the occipital lobe. The receptive
fields of neurons closer of the periphery (toward the retina) tend to be
simpler than those of neurons higher up (toward the cortex). Moreover, the
receptive fields of higher level neurons seem to be built up from the
receptive fields of lower level neurons. For example, a lower level neuron
might have a receptive field that represents the orientation of a line (a
configuration in PCT terms); a higher level neuron might have a receptive
field (called hypercomplex) that represents line movement (a transition in
PCT terms).
What data do we have to support this notion of dependency?
The work on receptive field's is one piece of evidence; the perceptions of
higher level neurons (hypercomplex receptive fields) seem to depend on (in
the sense of being constructed from) the perceptions of lower level neurons.
The perception of a moving line is dependent on the perception of a line,
for example
Other evidence for this dependency is phenomenological. You can't perceive
configurations, for example, without perceiving intensity or sensation but
you can perceive intensities and sensations that without perceiving a
configuration.
A model is useful if it can support empirical data. To date we have not been
able to get any data on the existence of any levels.
Data on the existence of levels come from some of Bill's "Portable
Demonstrator" examples (described in B:CP, I believe). Evidence of levels
also comes from relative reaction time studies (where the reaction time of
the lower level system is faster and nested within the reaction time of the
higher level systems. I have two two demonstrations on the net that provide
data relevant to the existence of hierarchical levels of control: the
"Levels of control" demo at
http://www.mindreadings.com/ControlDemo/Levels.html
and the "Hierarchy of perception and control" demo at
http://www.mindreadings.com/ControlDemo/HP.html).
My question; What justifies the need for 'levels'.
Data that comes from the neurophysiological, phenomenological and behavioral
sources described above.
Regards
Rick
···
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Richard S. Marken
MindReadings.com
Home: 310 474 0313
Cell: 310 729 1400
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