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Using Neuronal States for Transcribing Cortical Activity into Muscular Effort

Octave Boussaton 1 Laurent Bougrain 1
1 CORTEX - Neuromimetic intelligence
Inria Nancy - Grand Est, LORIA - AIS - Department of Complex Systems, Artificial Intelligence & Robotics
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.
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https://hal.inria.fr/hal-00762310
Contributor : Laurent Bougrain <>
Submitted on : Thursday, December 6, 2012 - 10:33:54 PM
Last modification on : Monday, April 19, 2021 - 5:30:07 PM
Long-term archiving on: : Saturday, December 17, 2016 - 9:55:21 PM

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  • HAL Id : hal-00762310, version 1

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Octave Boussaton, Laurent Bougrain. Using Neuronal States for Transcribing Cortical Activity into Muscular Effort. EMBC - 34th Annual International Conference of the IEEE Engineering in Medicine and Biology Society - 2012, Aug 2012, San Diego, United States. ⟨hal-00762310⟩

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