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Parametric Estimation of Gibbs distributions as generalized maximum-entropy models for the analysis of spike train statistics.

机译：Gibbs分布的参数估计作为广义最大熵模型，用于分析峰值列车统计信息。

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摘要

This work corresponds to an extended and revisited version of a previous Arxiv preprint, submitted to HAL as http://hal.inria.fr/inria-00534847/fr/

机译：这项工作与先前Arxiv预印本的扩展和修订版本相对应，并以http://hal.inria.fr/inria-00534847/fr/的形式提交给HAL。

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Vasquez Juan Carlos; Viéville Thierry; Cessac Bruno;
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年度 2011
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正文语种 en
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专利

1. Spike train statistics and Gibbs distributions [J] . CessacB., CofréR. Journal of physiology, Paris. . 2013,第5期

机译：穗火车统计和吉布斯分布
2. Estimation of a Generalized Linear Mixed-Effects Model with a Finite-Support Randoni-KtTects Distribution via Gibbs Sampling [J] . Moon K. Leung, Robert M. Elashoff Biometrical Journal . 1996,第5期

机译：通过Gibbs采样估计具有有限支持Randoni-KtTects分布的广义线性混合效应模型
3. Generalized EM estimation for semi-parametric mixture distributions with discretized non-parametric component [J] . Jun Ma, Sigurbjorg Gudlaugsdottir, Graham Wood Statistics and computing . 2011,第4期

机译：具有离散化非参数分量的半参数混合分布的广义EM估计
4. Variational Bayesian inference for point process generalized linear models in neural spike trains analysis [C] . Chen, Zhe, Kloosterman, Fabian, Wilson, Matthew A., IEEE International Conference on Acoustics Speech and Signal;ICASSP 2010 . 2010

机译：神经尖峰序列分析中点过程广义线性模型的变分贝叶斯推断
5. Neural information processing: Temporal features and spike train statistics. [D] . Middleton, Jason W. 2007

机译：神经信息处理：时间特征和峰值训练统计。
6. Parametric models to relate spike train and LFP dynamics with neural information processing [O] . Arpan Banerjee, Heather L. Dean, Bijan Pesaran 2012

机译：参数模型将尖峰序列和LFP动力学与神经信息处理相关联
7. Parametric estimation of spike train statistics by Gibbs distributions : an application to bio-inspired and experimental data [O] . Cessac Bruno, Vasquez Juan Carlos, Nasser Hassan, 2010

机译：Gibbs分布对峰值列车统计信息的参数估计：在生物启发和实验数据中的应用

Parametric Estimation of Gibbs distributions as generalized maximum-entropy models for the analysis of spike train statistics.

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