Neural Network Poisson Models for Behavioural and Neural Spike Train Data

Ehsan Arabzadeh
Ehsan Arabzadeh
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Abstract:

It is now possible to monitor the activity of a large number of neurons across the brain as animals perform behavioural tasks. A primary aim for modeling is to reveal (i) how sensory inputs are represented in neural activities and (ii) how these representations translate into behavioural responses. Predominant methods apply rather disjoin...More

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