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Fast, flexible closed-loop feedback: Tracking movement in “real-millisecond-time”

Sehara, Keisuke; Bahr, Viktor; Mitchinson, Ben; Pearson, Martin J.; Larkum, Matthew E.; Sachdev, Robert N. S.

Authors

Keisuke Sehara

Viktor Bahr

Ben Mitchinson

Matthew E. Larkum

Robert N. S. Sachdev



Abstract

© 2019 Sehara et al. One of the principal functions of the brain is to control movement and rapidly adapt behavior to a changing external environment. Over the last decades our ability to monitor activity in the brain, manipulate it while also manipulating the environment the animal moves through, has been tackled with increasing sophistication. However, our ability to track the movement of the animal in real time has not kept pace. Here, we use a dynamic vision sensor (DVS) based event-driven neuromorphic camera system to implement real-time, low-latency tracking of a single whisker that mice can move at 25 Hz. The customized DVS system described here converts whisker motion into a series of events that can be used to estimate the position of the whisker and to trigger a position-based output interactively within 2 ms. This neuromorphic chip-based closed-loop system provides feedback rapidly and flexibly. With this system, it becomes possible to use the movement of whiskers or in principal, movement of any part of the body to reward, punish, in a rapidly reconfigurable way. These methods can be used to manipulate behavior, and the neural circuits that help animals adapt to changing values of a sequence of motor actions.

Citation

Sehara, K., Bahr, V., Mitchinson, B., Pearson, M. J., Larkum, M. E., & Sachdev, R. N. S. (2019). Fast, flexible closed-loop feedback: Tracking movement in “real-millisecond-time”. eNeuro, 6(6), https://doi.org/10.1523/eneuro.0147-19.2019

Journal Article Type Article
Acceptance Date Sep 16, 2019
Online Publication Date Oct 14, 2019
Publication Date Nov 1, 2019
Deposit Date Apr 21, 2020
Publicly Available Date Apr 23, 2020
Journal eNeuro
Electronic ISSN 2373-2822
Publisher Society for Neuroscience
Peer Reviewed Peer Reviewed
Volume 6
Issue 6
DOI https://doi.org/10.1523/eneuro.0147-19.2019
Public URL https://uwe-repository.worktribe.com/output/5914586

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Fast, Flexible Closed-Loop Feedback: Tracking Movement in “Real-Millisecond-Time” (2.3 Mb)
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Licence
http://creativecommons.org/licenses/by/4.0/

Publisher Licence URL
http://creativecommons.org/licenses/by/4.0/

Copyright Statement
This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International license, which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.





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