A Review of long-term memory in natural and synthetic systems

Wood, Rachel and Baxter, Paul and Belpaeme, Tony (2012) A Review of long-term memory in natural and synthetic systems. Adaptive Behavior, 20 (2). pp. 81-103. ISSN 1059-7123

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Abstract

Memory may be broadly regarded as information gained from past experi- ence which is available in the service of ongoing and future adaptive behavior. The biological implementation ofmemory shares little with memory in synthetic cognitive systems where it is typically regarded as a passive storage structure. Neurophysiological evidence indicates that memory is neither passive nor cen- tralised. A review of the relevant literature in the biological and computer sciences is conducted and a novel methodology is applied that incorporates neuroethological approaches with general biological inspiration in the design of synthetic cognitive systems: a case study regarding episodic memory provides an illustration of the utility of this methodology. As a consequence of applying this approach to the reinterpretation of the implementation of memory in syn- thetic systems, four fundamental functional principles are derived that are in accordance with neuroscientific theory, and which may be applied to the design of more adaptive and robust synthetic cognitive systems: priming, cross-modal associations, cross-modal coordination without semantic information transfer, and global system behavior resulting from activation dynamics within the mem- ory system.

Keywords:Cognitive systems,Memory,neuroethology,robotics
Subjects:G Mathematical and Computer Sciences > G400 Computer Science
C Biological Sciences > C850 Cognitive Psychology
Divisions:College of Science > School of Computer Science
ID Code:23079
Deposited On:28 Apr 2016 15:23

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