Date: Friday, October 3, 2014
Location: Maxwell Dworkin G115, 33 Oxford Street, Cambridge MA 02138
Speaker: Nima Dehghani, Wyss Institute
Time: Informal lunch with speaker, 12:30pm. Talk, 1:00pm
Title: Computational network dynamics of the neocortex
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Abstract:
Network activity is a key aspect of neocortical computation. Whether the system portrays
spatiotemporal assemblies, acts in a balanced regime, or if it follows a self-organized
critical regime, are all among the fundamental organizing principles of neocortical
computation. This talk will overview our recent findings from high-density ensemble
recordings from the neocortex of humans and higher mammals such as monkey and cat. I will
portray a detailed morpho-functional characterization of neuronal activity, functional
connectivity at the microcircuit level, and the interplay of excitation and inhibition in
the human neocortex. The discussion will extend to the examination of self-organized
criticality in neural avalanche dynamics in different in vivo preparations during
wakefulness, slow-wave sleep, and REM sleep, from cat to monkey and man. I will then show
that the large ensemble of units show a remarkable excitatory and inhibitory balance, at
multiple temporal scales, and for all brain states, except seizures, showing that balanced
excitation-inhibition is a fundamental feature of normal brain activity.
Speaker bio:
Nima Dehghani received a Ph.D. in Computational Neuroscience from France, and an M.D. from
Iran. After his medical training, as a research fellow at the Harvard/MIT Martinos center
and then at the UCSD Multimodal Imaging Lab & MGH Cortical Neurophysiology Lab, he
worked on multimodal investigation and electromagnetic source localization of sleep
rhythms and thalamocortical oscillations. His work at Unite de Neurosciences, Information
et Complexite (UNIC) of Centre National de la Recherche Scientifique (CNRS), was on
spectral dynamics of MEG/EEG, assessment of self-organized criticality in invasive
ensemble recordings, and analyzing network properties of excitation/inhibition in
micro-circuitry of the cerebral cortex. At the Wyss, Nima is planning to use multimodal
techniques in conjunction with the theoretical implications of bioelectromagnetism,
multiscale interaction, and complex systems to characterize the dynamic patterns of
neuro-signals obtained from miniaturized high-throughput microdevices and large-scale
recordings. He aims to predict the behavior of such signals with higher accuracy and
further enhance their usability for clinical purposes.
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UPCOMING SEMINARS
10/10 D.E. Shaw Research
10/17 Ashish Mahabal (Caltech)
10/31 Chris Miller (Brandeis & HHMI)
11/14 Bill Henshaw (Rensselaer Polytechnic Institute)
11/21 Brian Hayes (IACS Associate)
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