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

Jonathan Touboul; Olivier Faugeras; Olivier Rochel

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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

机译：噪声激发并集成的神经元网络的事件驱动数学框架：通过随机演算，峰值训练统计信息，受排队论启发的网络分析和事件驱动模拟器

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《BMC Neuroscience》 |2007年第2期|共页
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Jonathan Touboul; Olivier Faugeras; Olivier Rochel;
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中图分类人类学;
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入库时间 2022-08-18 05:48:25

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1. 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 [J] . Jonathan Touboul, Olivier Faugeras, Olivier Rochel BMC Neuroscience . 2007,第SUPPLEMENTa2期

机译：噪声激发并集成的神经元网络的事件驱动数学框架：通过随机演算，峰值训练统计信息，受排队论启发的网络分析和事件驱动模拟器
2. Exact Event-Driven Implementation for Recurrent Networks of Stochastic Perfect Integrate-and-Fire Neurons [J] . Thibaud Taillefumier, Jonathan Touboul, Marcelo Magnasco Neural computation . 2012,第12期

机译：随机完美整合和触发神经元递归网络的事件驱动的精确实现
3. Deep CovDenseSNN: A hierarchical event-driven dynamic framework with spiking neurons in noisy environment [J] . Xu Qi, Peng Jianxin, Shen Jiangrong, Neural Networks: The Official Journal of the International Neural Network Society . 2020,第期

机译：Deep Covdensesnn：一个分层事件驱动的动态框架，嘈杂的环境中尖刺神经元
4. An event-driven framework for the simulation of networks of spiking neurons [C] . Olivier Rochel, Dominique Martinez European symposium on artificial neural networks . 2003

机译：尖刺神经元网络模拟的事件驱动框架
5. An Exploration of Linear Classifiers for Unsupervised Spiking Neural Networks with Event-driven Data [D] . Chavez, Wesley. 2018

机译：基于事件驱动数据的无监督尖峰神经网络线性分类器的探索
6. 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 [O] . Jonathan Touboul, Olivier Faugeras, Olivier Rochel 2007

机译：噪声激发并集成的神经元网络的事件驱动数学框架：通过随机演算训练峰值统计信息受排队论启发的网络分析和事件驱动模拟器
7. 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 [O] . Jonathan Touboul, Olivier Faugeras, Olivier Rochel 2007

机译：噪声激发并集成的神经元网络的事件驱动数学框架：通过随机演算训练峰值统计信息，受排队论启发的网络分析和事件驱动模拟器
8. Time Series Modeling of Army Mission Command Communication Networks: An Event-Driven Analysis. [R] . Marusich, L. R., Buchler, N. 2013

机译：陆军任务指挥通信网络的时间序列建模：事件驱动分析。

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

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