Prerequesites for symbiotic brain-machine interfaces

Justin C. Sanchez, Jose C. Principe

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Recent advancements in the neuroscience and engineering of Brain-Machine Interfaces are providing a blueprint for how new co-adaptive designs based on reinforcement learning change the nature of a user's ability to accomplish tasks that were not possible using static methodologies. By designing adaptive controls and artificial intelligence into the neural interface, computers can become active assistants in goal-directed behavior and further enhance human performance. This paper presents a set of minimal prerequisites that enable a cooperative symbiosis and dialogue between biological and artificial systems.

Original languageEnglish
Title of host publicationConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Pages1736-1741
Number of pages6
DOIs
StatePublished - Dec 1 2009
Externally publishedYes
Event2009 IEEE International Conference on Systems, Man and Cybernetics, SMC 2009 - San Antonio, TX, United States
Duration: Oct 11 2009Oct 14 2009

Other

Other2009 IEEE International Conference on Systems, Man and Cybernetics, SMC 2009
CountryUnited States
CitySan Antonio, TX
Period10/11/0910/14/09

Fingerprint

Blueprints
Reinforcement learning
Interfaces (computer)
Artificial intelligence
Brain

Keywords

  • Brain-machine interface
  • Co-adaptive
  • Perception-action cycle
  • Symbiotic

ASJC Scopus subject areas

  • Electrical and Electronic Engineering
  • Control and Systems Engineering
  • Human-Computer Interaction

Cite this

Sanchez, J. C., & Principe, J. C. (2009). Prerequesites for symbiotic brain-machine interfaces. In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics (pp. 1736-1741). [5346688] https://doi.org/10.1109/ICSMC.2009.5346688

Prerequesites for symbiotic brain-machine interfaces. / Sanchez, Justin C.; Principe, Jose C.

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 2009. p. 1736-1741 5346688.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sanchez, JC & Principe, JC 2009, Prerequesites for symbiotic brain-machine interfaces. in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics., 5346688, pp. 1736-1741, 2009 IEEE International Conference on Systems, Man and Cybernetics, SMC 2009, San Antonio, TX, United States, 10/11/09. https://doi.org/10.1109/ICSMC.2009.5346688
Sanchez JC, Principe JC. Prerequesites for symbiotic brain-machine interfaces. In Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 2009. p. 1736-1741. 5346688 https://doi.org/10.1109/ICSMC.2009.5346688
Sanchez, Justin C. ; Principe, Jose C. / Prerequesites for symbiotic brain-machine interfaces. Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics. 2009. pp. 1736-1741
@inproceedings{8cad53aeaa9a424b8b2e4fa162564745,
title = "Prerequesites for symbiotic brain-machine interfaces",
abstract = "Recent advancements in the neuroscience and engineering of Brain-Machine Interfaces are providing a blueprint for how new co-adaptive designs based on reinforcement learning change the nature of a user's ability to accomplish tasks that were not possible using static methodologies. By designing adaptive controls and artificial intelligence into the neural interface, computers can become active assistants in goal-directed behavior and further enhance human performance. This paper presents a set of minimal prerequisites that enable a cooperative symbiosis and dialogue between biological and artificial systems.",
keywords = "Brain-machine interface, Co-adaptive, Perception-action cycle, Symbiotic",
author = "Sanchez, {Justin C.} and Principe, {Jose C.}",
year = "2009",
month = "12",
day = "1",
doi = "10.1109/ICSMC.2009.5346688",
language = "English",
isbn = "9781424427949",
pages = "1736--1741",
booktitle = "Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics",

}

TY - GEN

T1 - Prerequesites for symbiotic brain-machine interfaces

AU - Sanchez, Justin C.

AU - Principe, Jose C.

PY - 2009/12/1

Y1 - 2009/12/1

N2 - Recent advancements in the neuroscience and engineering of Brain-Machine Interfaces are providing a blueprint for how new co-adaptive designs based on reinforcement learning change the nature of a user's ability to accomplish tasks that were not possible using static methodologies. By designing adaptive controls and artificial intelligence into the neural interface, computers can become active assistants in goal-directed behavior and further enhance human performance. This paper presents a set of minimal prerequisites that enable a cooperative symbiosis and dialogue between biological and artificial systems.

AB - Recent advancements in the neuroscience and engineering of Brain-Machine Interfaces are providing a blueprint for how new co-adaptive designs based on reinforcement learning change the nature of a user's ability to accomplish tasks that were not possible using static methodologies. By designing adaptive controls and artificial intelligence into the neural interface, computers can become active assistants in goal-directed behavior and further enhance human performance. This paper presents a set of minimal prerequisites that enable a cooperative symbiosis and dialogue between biological and artificial systems.

KW - Brain-machine interface

KW - Co-adaptive

KW - Perception-action cycle

KW - Symbiotic

UR - http://www.scopus.com/inward/record.url?scp=74849134050&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=74849134050&partnerID=8YFLogxK

U2 - 10.1109/ICSMC.2009.5346688

DO - 10.1109/ICSMC.2009.5346688

M3 - Conference contribution

SN - 9781424427949

SP - 1736

EP - 1741

BT - Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

ER -