How Far can Neural Correlations Reduce Uncertainty? Comparison of Information Transmission Rates for Markov and Bernoulli Processes

The nature of neural codes is central to neuroscience. Do neurons encode information through relatively slow changes in the firing rates of individual spikes (rate code) or by the precise timing of every spike (temporal code)? Here we compare the loss of information due to correlations for these two...

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Veröffentlicht in:	International journal of neural systems 2019-10, Vol.29 (8), p.1950003
Hauptverfasser:	Pregowska, Agnieszka, Kaplan, Ehud, Szczepanski, Janusz
Format:	Artikel
Sprache:	eng
Schlagworte:	Action Potentials Binary codes Codes Correlation Information Theory Markov Chains Markov processes Models, Neurological Parameters Quotients Research Article Spikes Transition probabilities Uncertainty
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