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Inferring neural population dynamics from multiple partial recordings of the same neural circuit
Published on 2014-11-071821 Views
Simultaneous recordings of the activity of large neural populations are extremely valuable as they can be used to infer the dynamics and interactions of neurons in a local circuit, shedding light on t
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Presentation
Inferring neural population dynamics from multiple partial recordings of the same neural circuit00:00
A common linear dynamical system is fit with missing observations to all recordings03:05
Model accurately predicts pairwise correlations 03:12
Prediction performance improves for larger networks and approaches04:07