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Energy-Efficient Neuron, Synapse and STDP Integrated Circuits

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3 Author(s)
Cruz-Albrecht, J.M. ; Microelectron. Lab., HRL Labs. LLC, Malibu, CA, USA ; Yung, M.W. ; Srinivasa, N.

Ultra-low energy biologically-inspired neuron and synapse integrated circuits are presented. The synapse includes a spike timing dependent plasticity (STDP) learning rule circuit. These circuits have been designed, fabricated and tested using a 90 nm CMOS process. Experimental measurements demonstrate proper operation. The neuron and the synapse with STDP circuits have an energy consumption of around 0.4 pJ per spike and synaptic operation respectively.

Published in:

Biomedical Circuits and Systems, IEEE Transactions on  (Volume:6 ,  Issue: 3 )

Date of Publication:

June 2012

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