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An event-driven framework for the simulation of networks of spiking neurons
Abstract : We propose an event-driven framework dedicated to the design and the simulation of networks of spiking neurons. It consists of an abstract model of spiking neurons and an efficient event-driven simulation engine so as to achieve good performance in the simulation phase while maintaining a high level of flexibility and programmability in the modelling phase. Our model of neurons encompasses a large class of spiking neurons ranging from usual leaky integrate-and-fire neurons to more abstract neurons, e.g. defined as complex finite state machines. As a result, the proposed framework allows the simulation of large networks that can be composed of unique or different types of neurons.
Cited literature [11 references]
https://hal.inria.fr/inria-00099501
Contributor : Publications Loria Connect in order to contact the contributor
Submitted on : Tuesday, September 26, 2006 - 9:37:33 AM
Last modification on : Friday, February 4, 2022 - 3:32:18 AM
Long-term archiving on: : Wednesday, March 29, 2017 - 12:46:15 PM
Contributor : Publications Loria Connect in order to contact the contributor
Submitted on : Tuesday, September 26, 2006 - 9:37:33 AM
Last modification on : Friday, February 4, 2022 - 3:32:18 AM
Long-term archiving on: : Wednesday, March 29, 2017 - 12:46:15 PM