Event-driven mathematical framework for noisy integrate-and-fire neuron networks: spike trains statistics via stochastic calculus, network analysis inspired by queuing theory and an event-driven simulator

被引：0

作者：

Jonathan Touboul

Olivier Faugeras

Olivier Rochel

机构：

[1] INRIA/ENPC/ENS,Odyssee Laboratory

[2] INRIA Sophia Antipolis,undefined

来源：

BMC Neuroscience | / 8卷 / Suppl 2期

关键词：

Neuron Model; Stochastic Calculus; Local Martingale; Oscillatory Regime; Neural Code;

D O I：

10.1186/1471-2202-8-S2-P29

中图分类号：

学科分类号：

摘要：

引用

共 7 条

[1] EVENT-DRIVEN SIMULATION OF INTEGRATE-AND-FIRE MODELS WITH SPIKE-FREQUENCY ADAPTATION
Lin Xianghong Zhang Tianwen (School of Computer Science and Technology
JournalofElectronics(China), 2009, 26 (01) : 120 - 127
[2] Exact Event-Driven Implementation for Recurrent Networks of Stochastic Perfect Integrate-and-Fire Neurons
Taillefumier, Thibaud
Touboul, Jonathan
Magnasco, Marcelo
NEURAL COMPUTATION, 2012, 24 (12) : 3145 - 3180
[3] Integrate-and-fire neuron model with exponential synaptic conductances for event-driven simulation strategy
School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China
不详
Tien Tzu Hsueh Pao, 2008, 8 (1495-1501):
[4] A Sparse Event-Driven Unsupervised Learning Network with Adaptive Exponential Integrate-and-Fire Model
Zhao, Zhao
Wang, Yuan
Li, Cheng
Cui, Xiaoxin
Huang, Ru
17TH IEEE INTERNATIONAL CONFERENCE ON IC DESIGN AND TECHNOLOGY (ICICDT 2019), 2019,
[5] Analytical integrate-and-fire neuron models with conductance-based dynamics for event-driven simulation strategies
Rudolph, Michelle
Destexhe, Alain
NEURAL COMPUTATION, 2006, 18 (09) : 2146 - 2210
[6] Analytical integrate-and-fire neuron models with conductance-based dynamics and realistic PSP time course for event-driven simulation strategies
Michelle Rudolph-Lilith
Mathieu Dubois
Alain Destexhe
BMC Neuroscience, 10 (Suppl 1)
[7] Analytical Integrate-and-Fire Neuron Models with Conductance-Based Dynamics and Realistic Postsynaptic Potential Time Course for Event-Driven Simulation Strategies
Rudolph-Lilith, Michelle
Dubois, Mathieu
Destexhe, Alain
NEURAL COMPUTATION, 2012, 24 (06) : 1426 - 1461

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