Fast Computation with Neural Oscillators

Details Fast Computation with Neural Oscillators Fast Computation with Neural Oscillators

2003-12-17

arxiv.org/abs/q-bio/0312025v1

Biology

Quantitative Biology

Neurons and Cognition

7 pages, 5 figures

Scientific paper

Artificial spike-based computation, inspired by models of computations in the central nervous system, may present significant performance advantages over traditional methods for specific types of large scale problems. In this paper, we study new models for two common instances of such computation, winner-take-all and coincidence detection. In both cases, very fast convergence is achieved independent of initial conditions, and network complexity is linear in the number of inputs.

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