In our approach, the main idea of the correlation theory is accepted that spatial relationships in a pattern should be coded by temporal relations in the timing ...
Based on the theory of Synfire chains, we developed a scheme to produce synchronized action potentials. (Arnoldi and Brauer 1996). Two Synfire chains are.
Most of current neural network architectures are not suited to recognize a pattern at various displaced positions. This lack seems due to the prevailing ...
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Translation-invariant pattern recognition based on Synfire chains. Hans-Martin R. Arnoldi; Karl-Hans Englmeier; Wilfried Brauer. Article Pages: 433 - 447. Three ...
Hans-Martin R. Arnoldi, Karl-Hans Englmeier, Wilfried Brauer: Translation-invariant pattern recognition based on Synfire chains. Biol. Cybern.
Hans-Martin R. Arnoldi's 4 research works with 46 citations, including: Translation-invariant pattern recognition based on Synfire chains.
The synfire chain model has been proposed as the substrate that underlies computational processes in the brain and has received extensive theoretical study.
This work shows that with spike-timing dependent plasticity (STDP), modulated by global population activity, long synfire chains emerge in sparse random ...
H. Arnoldi et al. Translation-invariant pattern recognition based on synfire chains. Biological Cybernetics. (1999).