CONFERENCE PROCEEDINGS
Advanced Search
Home > Proceedings > Volume 11096 > Article
Presentation
10 September 2019 Biological plausibility in organic neuromorphic devices: from global phenomena to synchronization functions (Conference Presentation)
Paschalis Gkoupidenis
Author Affiliations +
Proceedings Volume 11096, Organic and Hybrid Sensors and Bioelectronics XII; 110960K (2019) https://doi.org/10.1117/12.2526392
Event: SPIE Organic Photonics + Electronics, 2019, San Diego, California, United States
Abstract
It is now well recognized that traditional computing systems based on von Neumann architecture are not efficient enough to manipulate and process the massive amount of data produced by the contemporary information technologies. A shifting paradigm from the traditional computing systems is the emulation of the brain computational efficiency at the hardware-based level, a field that is also known as neuromorphic computing. Although neuromorphic computing with inorganic materials has been advanced over the past years, nevertheless biological plausibility is questionable in many cases of solid-state technologies. In the brain, for instance, neural populations are immersed in a common electrolyte or cerebrospinal fluid and this fact equips the brain with more efficient features in processing when compared to electronic devices or circuits. Due to this topology in biological neural networks, higher order phenomena exist such as global regulation of neural activity and communication between different regions in the brain mediated by the presence of the global electrolyte. In this work, device concepts will be presented that lead to biological plausibility in organic neuromorphic devices, including global phenomena and synchronization functions. Introducing this level of biological plausibility, paves the way for new concepts of neuromorphic communication between different subunits in a circuit.
Conference Presentation
© (2019) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Citation Download Citation
Paschalis Gkoupidenis "Biological plausibility in organic neuromorphic devices: from global phenomena to synchronization functions (Conference Presentation)", Proc. SPIE 11096, Organic and Hybrid Sensors and Bioelectronics XII, 110960K (10 September 2019); https://doi.org/10.1117/12.2526392
ACCESS THE FULL ARTICLE
ORGANIZATIONAL
Sign in with credentials provided by your organization.
INSTITUTIONAL
Select your institution to access the SPIE Digital Library.
SELECT YOUR INSTITUTION
PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.
PERSONAL SIGN IN
No SPIE Account? Create one
;
PURCHASE THIS CONTENT
SUBSCRIBE TO DIGITAL LIBRARY
50 downloads per 1-year subscription
Members: $195
Non-members: $335 ADD TO CART
25 downloads per 1 - year subscription
Members: $145
Non-members: $250 ADD TO CART
PURCHASE SINGLE ARTICLE
Includes PDF, HTML & Video, when available
Members: $17.00
Non-members: $21.00 ADD TO CART
PROCEEDINGS
 PRESENTATION
WATCH
PRESENTATION SAVE TO MY LIBRARY
GET CITATION
Advertisement
Advertisement
KEYWORDS
Brain
Computing systems
Biological neural networks
Computer architecture
Electronic circuits
Electronic components
Information technology
RELATED CONTENT
Subscribe to Digital Library
Receive Erratum Email Alert
Back to Top