State-space analysis on time-varying correlations in parallel spike sequences
A state-space method for simultaneously estimating time-dependent rate and higher-order correlation underlying parallel spike sequences is proposed. Discretized parallel spike sequences are modeled by a conditionally independent multivariate Bernoulli process using a log-linear link function, which...
| Main Authors: | , , , |
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| 其他作者: | |
| 格式: | 文件 |
| 语言: | en_US |
| 出版: |
Institute of Electrical and Electronics Engineers
2011
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| 在线阅读: | http://hdl.handle.net/1721.1/61621 https://orcid.org/0000-0003-2668-7819 |