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Learning alters neural activity to simultaneously support memory and action

Darby M. Losey, Jay A. Hennig, Emily R. Oby, Matthew D. Golub, Patrick T. Sadtler, Kristin M. Quick, Stephen I. Ryu, Elizabeth C. Tyler-Kabara, Aaron P. Batista, Byron M. Yu, Steven M. Chase
doi: https://doi.org/10.1101/2022.07.05.498856
Darby M. Losey
1Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
3Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
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Jay A. Hennig
1Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
3Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
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Emily R. Oby
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
7Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
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Matthew D. Golub
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
4Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
5Department of Electrical Engineering, Stanford University, Stanford, California 94305, USA
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Patrick T. Sadtler
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
7Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
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Kristin M. Quick
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
7Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
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Stephen I. Ryu
5Department of Electrical Engineering, Stanford University, Stanford, California 94305, USA
8Department of Neurosurgery, Palo Alto Medical Foundation, Palo Alto, California 94301, USA
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Elizabeth C. Tyler-Kabara
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
9Department of Physical Medicine and Rehabilitation, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
10Department of Neurological Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
11Department of Neurosurgery, Dell Medical School, University of Texas at Austin, Austin, Texas 78712, USA
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Aaron P. Batista
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
7Department of Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania 15213, USA
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Byron M. Yu
1Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
4Department of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
6Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
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Steven M. Chase
1Neuroscience Institute, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
2Center for the Neural Basis of Cognition, Pittsburgh, Pennsylvania 15213, USA
6Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, Pennsylvania 15213, USA
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  • For correspondence: schase@cmu.edu
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Abstract

How are we able to learn new behaviors without disrupting previously learned ones? To understand how the brain achieves this, we used a brain-computer interface (BCI) learning paradigm, which enables us to detect the presence of a memory of one behavior while performing another. We found that learning to use a new BCI map altered the neural activity that monkeys produced when they returned to using a familiar BCI map, in a way that was specific to the learning experience. That is, learning left a “memory trace.” This memory trace co-existed with proficient performance under the familiar map, primarily by altering dimensions of neural activity that did not impact behavior. Such a memory trace could provide the neural underpinning for the joint learning of multiple motor behaviors without interference.

Competing Interest Statement

The authors have declared no competing interest.

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. All rights reserved. No reuse allowed without permission.
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Posted July 06, 2022.
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Learning alters neural activity to simultaneously support memory and action
Darby M. Losey, Jay A. Hennig, Emily R. Oby, Matthew D. Golub, Patrick T. Sadtler, Kristin M. Quick, Stephen I. Ryu, Elizabeth C. Tyler-Kabara, Aaron P. Batista, Byron M. Yu, Steven M. Chase
bioRxiv 2022.07.05.498856; doi: https://doi.org/10.1101/2022.07.05.498856
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Learning alters neural activity to simultaneously support memory and action
Darby M. Losey, Jay A. Hennig, Emily R. Oby, Matthew D. Golub, Patrick T. Sadtler, Kristin M. Quick, Stephen I. Ryu, Elizabeth C. Tyler-Kabara, Aaron P. Batista, Byron M. Yu, Steven M. Chase
bioRxiv 2022.07.05.498856; doi: https://doi.org/10.1101/2022.07.05.498856

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