DDD SYSTEMS & Dr. Dan Diaper. “The Task Analysis Cell Assembly Perspective” (TACAP) paper – Abstract – follow links for full version including Appendices and the Cell Assembly Architecture Relationship (CAAR) animation.
The Task Analysis Cell Assembly Perspective (TACAP)
paper - Abstract
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The Task Analysis Cell Assembly
Perspective.
Dan
Diaper Chris Huyck
DDD SYSTEMS Middlesex
University
ddiaper@ntlworld.com c.huyck@mdx.ac.uk
Abstract
An entirely novel synthesis combines the applied
cognitive psychology of a task analytic approach with a neural cell assembly
perspective that models both brain and mind function during task performance;
similar cell assemblies could be implemented as an artificially intelligent
neural network. A simplified cell
assembly model is introduced and this leads to several new representational
formats that, in combination, are demonstrated as suitable for analysing
tasks. The advantages of using neural
models are exposed and compared with previous research that has used symbolic
artificial intelligence production systems, which make no attempt to model neurophysiology. For cognitive scientists, the approach
provides an easy and practical introduction to thinking about brains, minds and
artificial intelligence in terms of cell assemblies. In the future, subsequent developments have
the potential to lead to a new, general theory of psychology and neurophysiology,
supported by cell assembly based artificial intelligences.
Keywords:
Ergonomics, Cognitive Psychology, Artificial Intelligence, Neuroscience, Task
Analysis, Artificial Neural Networks, Cell Assemblies.
Full paper published here: arXiv:1910.10481
Paper – The Task Analysis Cell Assembly
Perspective (TACAP)
Appendix I – The main analysis
Appendix II – Acronym
glossary
Appendix III – Cell Assembly
Architecture Diagram (CAAR) animation (PowerPoint)
Alternative
CAAR animation using video (MP4):
Appendex
3: The Dynamic CAAR Diagram in mp4.
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