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Using Neuronal States for Transcribing Cortical Activity into Muscular Effort
Abstract : We study the relations between the ac- tivity of corticomotoneuronal (CM) cells and the forces exerted by fingers. The activity of CM cells, located in the primary motor cortex is recorded in the thumb and index fingers area of a monkey. The activity of the fingers is recorded as they press two levers. The main idea of this work is to establish and use a collection of neuronal states. At any time, the neuronal state is defined by the firing rates of the recorded neurons. We assume that any such neuronal state is related to a typical variation (or absence of variation) in the muscular effort. Our forecasting model uses a linear combination of the firing rates, some synchrony information between spike trains and averaged variations of the positions of the levers.
Cited literature [6 references]
https://hal.inria.fr/hal-00762310
Contributor : Laurent Bougrain Connect in order to contact the contributor
Submitted on : Thursday, December 6, 2012 - 10:33:54 PM
Last modification on : Friday, February 4, 2022 - 3:23:29 AM
Long-term archiving on: : Saturday, December 17, 2016 - 9:55:21 PM
Contributor : Laurent Bougrain Connect in order to contact the contributor
Submitted on : Thursday, December 6, 2012 - 10:33:54 PM
Last modification on : Friday, February 4, 2022 - 3:23:29 AM
Long-term archiving on: : Saturday, December 17, 2016 - 9:55:21 PM
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