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Fast Inference of Interactions in Assemblies of Stochastic Integrate-and-Fire Neurons from Spike Recordings
Bayesian procedures noise variance activity of the salamander
2011/3/24
We present two Bayesian procedures to infer the interactions and external currents in an assembly of stochastic integrate-and-fire neurons from the recording of their spiking activity. The first proce...
Integrate and Fire Neural Networks, Piecewise Contractive Maps and Limit Cycles
Neural Networks Maps Limit Cycles
2010/11/11
We study the global dynamics of integrate and fire neural networks composed of an arbitrary number of identical neurons interacting by inhibition and excitation. We prove that if the interactions are...
Are the input parameters of white-noise-driven integrate-and-fire neurons uniquely determined by rate and CV?
white-noise-driven Integrate-and-fire coefficient of variation
2010/4/7
Integrate-and-fire (IF) neurons have found widespread applications in computational neuroscience. Particularly important are stochastic versions of these models where the driving consists of a synapti...
A comparative study of different integrate-and-fire neurons: spontaneous activity, dynamical response, and stimulus-induced correlation
integrate-and-fire neurons spontaneous activity dynamical response
2010/4/7
Stochastic integrate-and-fire (IF) neuron models have found widespread applications in computational neuroscience. Here we present results on the white-noise-driven perfect, leaky, and quadratic IF mo...
Effects of Aging and Self-organized Criticality in a Pulse-Coupled
Integrate-and-Fire Neuron Model Based on Small World Networks
aging self-organized criticality small world networks
2007/8/15
2007Vol.47No.5pp.869-874DOI:
Effects of Aging and Self-organized Criticality in a Pulse-Coupled
Integrate-and-Fire Neuron Model Based on Small World Networks
ZHANG Gui-Qing, ZHANG...
Self-organized Criticality in an Integrate-and-Fire Neuron Model Based on Modified Aging Networks
self-organized criticality avalanche aging
2007/8/15
2007Vol.47No.4pp.759-764DOI:
Self-organized Criticality in an Integrate-and-Fire Neuron Model Based on Modified Aging Networks
LIN Min,1 WANG Gang,2 and CHEN Tian-Lun3
...
Complex Behavior in an Integrate-and-Fire Neuron Model Based on
Small World Networks
self-organized criticality EEG-like waveform edge of chaos
2007/8/15
2005Vol.44No.2pp.311-315DOI:
Complex Behavior in an Integrate-and-Fire Neuron Model Based on
Small World Networks
LIN Min and CHEN Tian-Lun
Department of Physics, Nanka...
Self-organized Criticality and Synchronization in a Pulse-coupled
Integrate-and-Fire Neuron Model Based on Small World Networks
self-organized criticality synchronization small world networks
2007/8/15
2005Vol.43No.3pp.466-470DOI:
Self-organized Criticality and Synchronization in a Pulse-coupled
Integrate-and-Fire Neuron Model Based on Small World Networks
LIN Min and CHEN Tian...