Does the D.C. response of memristors allow robotic short-term memory and a possible route to artificial time perception?

Gale, E., de Lacy Costello, B. and Adamatzky, A. (2013) Does the D.C. response of memristors allow robotic short-term memory and a possible route to artificial time perception? In: International Conference on Robotics and Automation (ICRA) 2013, Karlsruhe, 10th May. Karlsruhe: UNSPECIFIED Available from: http://eprints.uwe.ac.uk/19413

[img]
Preview
PDF - Accepted Version
161kB

Publisher's URL: http://uncomp.uwe.ac.uk/UARACIN/

Abstract/Description

Time perception is essential for task switching, and in the mammalian brain appears alongside other processes. Memristors are electronic components used as synapses and as models for neurons. The d.c. response of memristors can be considered as a type of short-term memory. Interactions of the memristor d.c. response within networks of memristors leads to the emergence of oscillatory dynamics and intermittent spike trains, which are similar to neural dynamics. Based on this data, the structure of a memristor network control for a robot as it undergoes task switching is discussed and it is suggested that these emergent network dynamics could improve the performance of role switching and learning in an artificial intelligence and perhaps create artificial time perception.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Position paper, 3 pages
Uncontrolled Keywords:memristors, unconventional computing, robotics, time-perception, memory
Faculty/Department:Faculty of Environment and Technology > Department of Computer Science and Creative Technologies
ID Code:19413
Deposited By: Dr E. Gale
Deposited On:04 Apr 2013 11:34
Last Modified:13 Jul 2016 12:55

Request a change to this item

Total Document Downloads in Past 12 Months

Document Downloads

Total Document Downloads

More statistics for this item...