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PhysicsComputer ScienceMedicine

Information processing in echo state networks at the edge of chaos

J. Boedecker, O. Obst, J. Lizier, N. Mayer, M. Asada

2011.12.7THEORY IN BIOSCIENCES

DOI: 10.1007/s12064-011-0146-8

tlooto Summary

Evidence is presented that both information transfer and storage in the recurrent layer are maximized close to this phase transition, providing an explanation for why guiding the recurrent layers toward the edge of chaos is computationally useful.

Abstract

Abstract is not available.

Citation format

BOEDECKER, J., et al. Information processing in echo state networks at the edge of chaos. THEORY IN BIOSCIENCES, 2011, 131: 205–213.