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Neuromorphic noise shaping in coupled neuron populations

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3 Author(s)
Marienborg, J.T. ; Dept. of Inf., Oslo Univ., Norway ; Lande, T.S. ; Hovin, Mats

Noise shaping is well known from ΣΔ-conversion. This paper shows that similar effects can be achieved with models inspired by the human neuronal system. Structural similarities between a traditional ΣΔ-converter and a VLSI-model of a biological neuron are shown. A novel analogue VLSI-implementation of a coupled neuronal group is suggested, supported by a theoretical discussion on the effect of increasing the number of neurons, and on the benefit of an asynchronous system. Simulation-results from MATLAB and measured results are included.

Published in:

Circuits and Systems, 2002. ISCAS 2002. IEEE International Symposium on  (Volume:5 )

Date of Conference:

2002

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