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Banbury Center Workshop Series

Neurocomputational Strategies: From Synapses to Behavior (1998)
Functional Organization of the Thalamus and Cortex and their Interactions (1999)
Toward Animal Models of Attention and Consciousness (2000)
Persistent Neural Activity (2000)
Can a Machine Be Conscious? (2001)
Communication in Brain Systems (2004)
Neurobiology of Decision-Making (2005)
Computational Approaches to Cortical Functions (2006)
New Frontiers in Studies of Nonconscious Processing (2007)
Theoretical and Experimental Approaches to Auditory and Visual Attention (2008)
Searching for Principles Underlying Memory in Biological Systems (2009)
Neuronal Response Variability and Cortical Computation (2011)
Connections and Communication in the Brain (2014)

Bijan Pesaran

Spectral Properties Of Neuronal Spiking Activity

California Institute of Technology

How to characterize the temporal patterning of neural activity during behavior is a problem of broad interest in systems neuroscience. I will discuss two statistical issues of central importance to this line of work: 1) What statistical quantities are suitable for detecting correlations in neural data during behavior and 2) What classes of stochastic process models explain the observations. Illustrations on sample experimental data from the behaving monkey will be presented.