scholarly journals Event management for large scale event-driven digital hardware spiking neural networks

2013 ◽  
Vol 45 ◽  
pp. 83-93 ◽  
Author(s):  
Louis-Charles Caron ◽  
Michiel D’Haene ◽  
Frédéric Mailhot ◽  
Benjamin Schrauwen ◽  
Jean Rouat
Keyword(s):  
Neural Networks ◽  
Large Scale ◽  
Spiking Neural Networks ◽  
Event Management ◽  
Event Driven ◽  
Digital Hardware

A Developmental Method for Evolving Large-Scale Spiking Neural Networks

2012 ◽  
Vol 35 (12) ◽  
pp. 2633 ◽  
Author(s):  
Xiang-Hong LIN ◽  
Tian-Wen ZHANG ◽  
Gui-Cang ZHANG
Keyword(s):  
Neural Networks ◽  
Large Scale ◽  
Spiking Neural Networks

scholarly journals Event-Driven Simulations of Nonlinear Integrate-and-Fire Neurons

2007 ◽  
Vol 19 (12) ◽  
pp. 3226-3238 ◽  
Author(s):  
Arnaud Tonnelier ◽  
Hana Belmabrouk ◽  
Dominique Martinez
Keyword(s):  
Neural Networks ◽  
Spiking Neural Networks ◽  
Synaptic Currents ◽  
Fire Model ◽  
Integrate And Fire ◽  
Fire Models ◽  
Event Driven

Event-driven strategies have been used to simulate spiking neural networks exactly. Previous work is limited to linear integrate-and-fire neurons. In this note, we extend event-driven schemes to a class of nonlinear integrate-and-fire models. Results are presented for the quadratic integrate-and-fire model with instantaneous or exponential synaptic currents. Extensions to conductance-based currents and exponential integrate-and-fire neurons are discussed.

scholarly journals The POEtic Electronic Tissue and Its Role in the Emulation of Large-Scale Biologically Inspired Spiking Neural Networks Models

Complexus ◽  
2006 ◽  
Vol 3 (1-3) ◽  
pp. 32-47 ◽  
Author(s):  
J.Manuel Moreno ◽  
Yann Thoma ◽  
Eduardo Sanchez ◽  
Jan Eriksson ◽  
Javier Iglesias ◽  
...  
Keyword(s):  
Neural Networks ◽  
Large Scale ◽  
Spiking Neural Networks ◽  
Biologically Inspired
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