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» Neuronal ion-channel dynamics in silicon
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ISCAS
2006
IEEE
133views Hardware» more  ISCAS 2006»
13 years 10 months ago
Neuronal ion-channel dynamics in silicon
Abstract— We present a simple silicon circuit for modelling voltagedependent ion channels found within neural cells, capturing both the gating particle’s sigmoidal activation (...
Kai M. Hynna, Kwabena Boahen
IJON
2006
82views more  IJON 2006»
13 years 4 months ago
Modeling single neuron behavior using stochastic differential equations
We model the intrinsic dynamic behavior of a neuron using stochastic differential equations and Brownian motion. Basis of our work is the deterministic one-compartmental multi-con...
Antti Saarinen, Marja-Leena Linne, Olli Yli-Harja
NIPS
2000
13 years 5 months ago
Development of Hybrid Systems: Interfacing a Silicon Neuron to a Leech Heart Interneuron
We have developed a silicon neuron that is inspired by a mathematical model of the leech heartbeat (HN) interneuron. The temporal and ionic current behaviors of this silicon neuro...
Mario F. Simoni, Gennady S. Cymbalyuk, Michael E. ...
ISCAS
2007
IEEE
85views Hardware» more  ISCAS 2007»
13 years 10 months ago
Silicon neurons that burst when primed
Abstract— We present a silicon neuron that responds with a highfrequency burst of spikes (> 250Hz) when appropriately primed; otherwise it responds with lower frequency single...
Kai M. Hynna, Kwabena Boahen
ISCAS
2006
IEEE
143views Hardware» more  ISCAS 2006»
13 years 10 months ago
Dynamic computation in a recurrent network of heterogeneous silicon neurons
Abstract—We describe a neuromorphic chip with a twolayer excitatory-inhibitory recurrent network of spiking neurons that exhibits localized clusters of neural activity. Unlike ot...
Paul Merolla, Kwabena Boahen