New Ideas for Brain Modelling 3

11/22/2016
by   Kieran Greer, et al.
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This paper considers a process for the creation and subsequent firing of sequences of neuronal patterns, as might be found in the human brain. The scale is one of larger patterns emerging from an ensemble mass, possibly through some type of energy equation and a reduction procedure. The links between the patterns can be formed naturally, as a residual effect of the pattern creation itself. This paper follows-on closely from the earlier research, including two earlier papers in the series and uses the ideas of entropy and cohesion. With a small addition, it is possible to show how the inter-pattern links can be determined. A new compact Grid form of an earlier Counting Mechanism is also demonstrated. It is possible to explain how a very basic repeating structure can form the arbitrary patterns and activation sequences between them, and a key question of how nodes synchronise may even be answerable. The paper finishes with an implementation architecture, for the realisation and storage of knowledge and memory, as part of a general design, based on distributed neural components.

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