Biology – Quantitative Biology – Neurons and Cognition
Scientific paper
2003-12-31
Biology
Quantitative Biology
Neurons and Cognition
9 pages, 4 figures
Scientific paper
Artificial spike-based computation, inspired by models of computation in the central nervous system, may present significant performance advantages over traditional methods for specific types of large scale problems. This paper describes very simple network architectures for k-winners-take-all and soft-winner-take-all computation using neural oscillators. Fast convergence is achieved from arbitrary initial conditions, which makes the networks particularly suitable to track time-varying inputs.
Slotine Jean-Jacques E.
Wang Wei
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