Nervous Structures with Dynamical Links

Connectivity patterns (instead of mere activity distributions) are argued to be the natural objects of fast brain dynamics. They are to be understood as a basis for self-organization. Natural assumptions on cooperation and competition lead to a conjecture regarding the type of dynamically preferred connectivity patterns. The conjecture is supported and illustrated by dynamic simulation. Applications to sensory segmentation, to invariant pattern recognition, and to resonant projection between homeomorphic structures are discussed.

[1]  W A Little,et al.  A statistical theory of short and long term memory. , 1975, Behavioral biology.

[2]  G. Parisi The order parameter for spin glasses: a function on the interval 0-1 , 1980 .

[3]  Professor Moshe Abeles,et al.  Local Cortical Circuits , 1982, Studies of Brain Function.

[4]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[5]  Donald Geman,et al.  Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images , 1984, IEEE Transactions on Pattern Analysis and Machine Intelligence.