Linear-nonlinear-Poisson cascade model

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1Nervous system / Neuroscience / Computational neuroscience / Biology / Neural coding / Spike-triggered average / Receptive field / Spike-triggered covariance / Neural decoding / Linear-nonlinear-Poisson cascade model

Low-dimensional models of neural population activity in sensory cortical circuits Evan Archer1,2 , Urs K¨oster3 , Jonathan Pillow4 , Jakob H. Macke1,2 1 Max Planck Institute for Biological Cybernetics, T¨ubingen

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Source URL: www.kyb.tuebingen.mpg.de

Language: English - Date: 2015-02-25 10:55:26
2Nervous system / Electrophysiology / Neurophysiology / Neural coding / Spike-triggered average / Poisson process / Action potential / Linear-nonlinear-Poisson cascade model / Computational neuroscience / Biology / Neuroscience

1 Exercises Chapter 1 1. Generate spikes for 10 s (or longer if you want better statistics) using a Poisson spike generator with a constant rate of 100 Hz, and record

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Source URL: www.gatsby.ucl.ac.uk

Language: English - Date: 2010-10-24 07:46:06
3Nervous system / Neurophysiology / Electrophysiology / Spike-triggered covariance / Time series analysis / Linear-nonlinear-Poisson cascade model / Spike-triggered average / Neural coding / Principal component analysis / Computational neuroscience / Biology / Neuroscience

Journal of Vision[removed], 484–507 http://journalofvision.org[removed]

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Source URL: www.princeton.edu

Language: English - Date: 2010-05-15 10:44:54
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