Embedding optimization reveals long-lasting history dependence in neural spiking activity

Information processing can leave distinct footprints on the statistics of neural spiking. For example, efficient coding minimizes the statistical dependencies on the spiking history, while temporal integration of information may require the maintenance of information over different timescales. To in...

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Vydané v:	PLoS computational biology Ročník 17; číslo 6; s. e1008927
Hlavní autori:	Rudelt, Lucas, González Marx, Daniel, Wibral, Michael, Priesemann, Viola
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States Public Library of Science 01.06.2021 Public Library of Science (PLoS)
Predmet:	Action Potentials - physiology Bias Biology and Life Sciences Coding Cognition Computer Simulation Cortex (temporal) Data processing Embedding Engineering and Technology Firing pattern Generalized linear models Hippocampus - cytology Hippocampus - physiology Humans Information processing Information storage Information theory Mathematical optimization Medicine and Health Sciences Models, Neurological Neural coding Neurons Neurons - physiology Noise Optimization Physical Sciences Physiological aspects Regularization methods Research and Analysis Methods Spikes Spiking Statistics Temporal lobe Time measurement Visual cortex Visual Cortex - cytology Visual Cortex - physiology Germany
ISSN:	1553-7358, 1553-734X, 1553-7358
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