GitHub - daveh19/Xclnet: OpenCL-based neuronal network simulator. Incorporates synaptic plasticity based on event-based implementation of Graupner-Brunel algorithm. Neurons are encoded as leaky integrate-and-fire (LIF). Synapses are current based and are available as both direct delta-currents and a difference-of-exponentials.

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Xclnet

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OpenCL-based neuronal network simulator. Incorporates synaptic plasticity based on event-based implementation of Graupner-Brunel algorithm. Neurons are encoded as leaky integrate-and-fire (LIF). Synapses are current based and are available as both direct delta-currents and a difference-of-exponentials.

journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1003834

academic-project artificial-neural-networks event-driven-architecture gpu-programming learning neuronal numerical-simulations opencl parallel-computing plasticity recurrent-neural-networks

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Name		Name	Last commit message	Last commit date
build/Debug		build/Debug
CLNet.c		CLNet.c
DataReporters.c		DataReporters.c
DataReporters.h		DataReporters.h
DataTools.c		DataTools.c
DataTools.h		DataTools.h
ExternalCurrents.c		ExternalCurrents.c
ExternalCurrents.h		ExternalCurrents.h
GeneralIncludes.h		GeneralIncludes.h
HandleOpenCL.c		HandleOpenCL.c
HandleOpenCL.h		HandleOpenCL.h
LIFNeuron.c		LIFNeuron.c
LIFNeuron.h		LIFNeuron.h
Makefile		Makefile
NetworkSim.c		NetworkSim.c
NetworkTopology.c		NetworkTopology.c
NetworkTopology.h		NetworkTopology.h
NumericalTools.c		NumericalTools.c
NumericalTools.h		NumericalTools.h
SpikeTrains.c		SpikeTrains.c
SpikeTrains.h		SpikeTrains.h
Synapse.c		Synapse.c
Synapse.h		Synapse.h
TODO.txt		TODO.txt
TestEventSynapse.c		TestEventSynapse.c
XclNet.1		XclNet.1
cl_LIFNeuron.h		cl_LIFNeuron.h
cl_Synapse.h		cl_Synapse.h
hello.c		hello.c
main.c		main.c
marsaglia.c		marsaglia.c
pastebin.c		pastebin.c