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Published April 30, 2013 | Accepted Version + Published + Supplemental Material
Journal Article Open

A method for closed-loop presentation of sensory stimuli conditional on the internal brain-state of awake animals

Abstract

Brain activity often consists of interactions between internal—or on-going—and external—or sensory—activity streams, resulting in complex, distributed patterns of neural activity. Investigation of such interactions could benefit from closed-loop experimental protocols in which one stream can be controlled depending on the state of the other. We describe here methods to present rapid and precisely timed visual stimuli to awake animals, conditional on features of the animal's on-going brain state; those features are the presence, power and phase of oscillations in local field potentials (LFP). The system can process up to 64 channels in real time. We quantified its performance using simulations, synthetic data and animal experiments (chronic recordings in the dorsal cortex of awake turtles). The delay from detection of an oscillation to the onset of a visual stimulus on an LCD screen was 47.5 ms and visual-stimulus onset could be locked to the phase of ongoing oscillations at any frequency ≤40 Hz. Our software's architecture is flexible, allowing on-the-fly modifications by experimenters and the addition of new closed-loop control and analysis components through plugins. The source code of our system "StimOMatic" is available freely as open-source.

Additional Information

© 2013 Elsevier B.V. Open access under CC BY-NC-ND license. Received 21 November 2012, Revised 30 January 2013, Accepted 27 February 2013, Available online 6 March 2013. We thank Christian Mueller for surgical instruction and training, Michaela Klinkmann for surgical assistance, Anja Arends for histology, Ingmar Schneider and Uri Maoz for discussion and Jean-Jacques Slotine for ideas regarding control-theoretic applications. This work was funded by the Max Planck Society and the European Research Council under the European Union's Seventh Framework Programme (FP/2007-2013) / ERC Grant Agreement n. 322705.

Attached Files

Published - 1-s2.0-S0165027013000940-main.pdf

Accepted Version - emss-54707.pdf

Supplemental Material - 1-s2.0-S0165027013000940-mmc1.pdf

Supplemental Material - 1-s2.0-S0165027013000940-mmc2.pdf

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August 22, 2023
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