Publication detail

Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices

SLADKÝ, V. KŘEMEN, V. MCQUOWN, K. MÍVALT, F. BRINKMANN, B. VAN GOMPEL, J. MILLER, K. DENISON, T. WORRELL, G.

Original Title

Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices

Type

conference paper

Language

English

Original Abstract

Recent development in implantable devices for electrical brain stimulation includes sensing and embedded computing capabilities that enable adaptive stimulation strategies. Applications include stimulation triggered by pathologic brain activity and endogenous rhythms, such as circadian rhythms. We developed and tested a system that integrates an electrical brain stimulation & sensing implantable device with embedded computing and uses a distributed system with commercial electronics, smartphone and smartwatch for patient annotations, extensive behavioral testing, and adaptive stimulation in subjects in their natural environments. The system enables precise time synchronization of the external components with the brain stimulating device and is coupled with automated analysis of continuous streaming electrophysiology synchronized with patient reports. The system leverages a real-time bi-directional interface between devices and patients with epilepsy living in their natural environment.

Keywords

brain stimulation, human-machine interface, epilepsy, Embedded computing, Implants, Electrical stimulation , Electroencephalography , Sensors , Behavioral sciences , Synchronization

Authors

SLADKÝ, V.; KŘEMEN, V.; MCQUOWN, K.; MÍVALT, F.; BRINKMANN, B.; VAN GOMPEL, J.; MILLER, K.; DENISON, T.; WORRELL, G.

Released

9. 10. 2022

Publisher

2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Location

Prague. Czechia

ISBN

978-1-6654-5258-8

Book

2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Pages from

1730

Pages to

1735

Pages count

6

URL

https://ieeexplore.ieee.org/document/9945203

BibTex

@inproceedings{BUT180107,
  author="Vladimír {Sladký} and Václav {Křemen} and Kevin {McQuown} and Filip {Mívalt} and Benjamin H. {Brinkmann} and Jamie J. {Van Gompel} and Kai J. {Miller} and Timothy {Denison} and Gregory {Worrell}",
  title="Integrated human-machine interface for closed-loop stimulation using implanted and wearable devices",
  booktitle="2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)",
  year="2022",
  pages="1730--1735",
  publisher="2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)",
  address="Prague. Czechia",
  doi="10.1109/SMC53654.2022.9945203",
  isbn="978-1-6654-5258-8",
  url="https://ieeexplore.ieee.org/document/9945203"
}