invited-talk

Direct Mind-Machine Teaming (Keynote)

Author:

Abhishek BhattacharjeeAuthors Info & Claims

ASPLOS 2023: Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3

Page 1

https://doi.org/10.1145/3582016.3587050

Published: 25 March 2023 Publication History

Get Access

Abstract

Direct mind-machine teaming will help us treat brain disorders, augment the healthy brain, and shed light on how the brain as an organ gives rise to the mind. Delivering on this promise requires the design of computer systems that delicately balance the tight power, latency, and bandwidth trade-offs needed to decode brain activity, stimulate biological neurons, and control assistive devices most effectively.

This talk presents my group’s design of a standardized and general computer architecture for future brain interfacing. Our design enables the treatment of several neurological disorders (most notably, epilepsy and movement disorders) and lays the groundwork for brain interfacing techniques that can help augment cognitive control and decision-making in the healthy brain. Central to our design is end-to-end hardware acceleration, from the microarchitectural to the distributed system level. Key insights are undergirded via detailed physical synthesis models and chip tape-outs in a 12nm CMOS process.

Index Terms

Direct Mind-Machine Teaming (Keynote)

Index terms have been assigned to the content through auto-classification.

Recommendations

The decoupled mind: Mind-wandering disrupts cortical phase-locking to perceptual events

The mind flows in a "stream of consciousness," which often neglects immediate sensory input in favor of focusing on intrinsic, self-generated thoughts or images. Although considerable research has documented the disruptive influences of task-unrelated ...
Words without Mind

A woman (LR), unconscious for 20 years, spontaneously produces infrequent, isolated words unrelated to any environmental context. Fluorodeoxy-glucose-positron emission tomography (FDG-PET) imaging coregistered with magnetic resonance imaging (MRI) ...
Mind your left: Spatial bias in subcortical fear processing

Hemispheric lateralization of emotional processing has long been suggested, but its underlying neural mechanisms have not yet been defined. In this functional magnetic resonance imaging study, facial expressions were presented to 10 right-handed healthy ...

Comments

Please enable JavaScript to view thecomments powered by Disqus.

Information & Contributors

Information

Published In

ASPLOS 2023: Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3

March 2023

820 pages

ISBN:9781450399180

DOI:10.1145/3582016

General Chair:
Tor M. Aamodt
University of British Columbia, Canada
,
Program Chairs:
Natalie Enright Jerger
University of Toronto, Canada
,
Michael Swift
University of Wisconsin-Madison, USA

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

In-Cooperation

SIGBED: ACM Special Interest Group on Embedded Systems

Publisher

Association for Computing Machinery

New York, NY, United States

Publication History

Published: 25 March 2023

Permissions

Request permissions for this article.

Request Permissions

Check for updates

Qualifiers

Invited-talk

Conference

ASPLOS '23

Sponsor:

ASPLOS '23: 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3

March 25 - 29, 2023

BC, Vancouver, Canada

Acceptance Rates

Overall Acceptance Rate 535 of 2,713 submissions, 20%

Upcoming Conference

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

0
Total Citations
110
Total Downloads

Downloads (Last 12 months)31
Downloads (Last 6 weeks)1

Reflects downloads up to 20 Dec 2024

Other Metrics

View Author Metrics

Citations

View Options

Login options

Check if you have access through your login credentials or your institution to get full access on this article.

Index Terms

Recommendations

The decoupled mind: Mind-wandering disrupts cortical phase-locking to perceptual events

Words without Mind

Mind your left: Spatial bias in subcortical fear processing