Neuromorphic Log-Domain Silicon Synapse Circuits Obey Bernoulli Dynamics: A Unifying Tutorial Analysis

Neuromorphic Log-Domain Silicon Synapse Circuits Obey Bernoulli Dynamics: A Unifying Tutorial Analysis

The field of neuromorphic silicon synapse circuits is revisited and a parsimonious mathematical framework able to describe the dynamics of this class of log-domain circuits in the aggregate and in a systematic manner is proposed. Starting from the Bernoulli Cell Formalism (BCF), originally formulate...

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Bibliographic Details
Main Authors: Konstantinos ePapadimitriou, Shih-Chii eLiu, Giacomo eIndiveri, Emmanuel Michael Drakakis
Format: Article
Language:English
Published: Frontiers Media S.A. 2015-01-01
Series:Frontiers in Neuroscience
Subjects:
synaptic dynamics
analog VLSI (aVLSI)
Generalised Bernoulli Cell Formalism
Log-Domain Circuits
Subthreshold MOSFETs
Online Access:http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00428/full

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http://journal.frontiersin.org/Journal/10.3389/fnins.2014.00428/full

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