Published April 1, 2012 | Version v1
Journal article

Delayed switching applied to memristor neural networks

  • 1. Future Computing Group, School of Computing, University of Kent, Canterbury (United Kingdom)
  • 2. School of Computer Science, University of Hertfordshire, Hatfield (United Kingdom)
  • 3. Xyratex, Havant (United Kingdom)
  • 4. Department of Computing, Imperial College, London (United Kingdom)
  • 5. CERN, Geneva (Switzerland)

Description

Magnetic flux and electric charge are linked in a memristor. We reported recently that a memristor has a peculiar effect in which the switching takes place with a time delay because a memristor possesses a certain inertia. This effect was named the ''delayed switching effect.'' In this work, we elaborate on the importance of delayed switching in a brain-like computer using memristor neural networks. The effect is used to control the switching of a memristor synapse between two neurons that fire together (the Hebbian rule). A theoretical formula is found, and the design is verified by a simulation. We have also built an experimental setup consisting of electronic memristive synapses and electronic neurons.

Additional details

Identifiers

Publishing Information

Journal Title
Journal of Applied Physics
Journal Volume
111
Journal Issue
7
Journal Page Range
p. 07E317-07E317.3
ISSN
0021-8979
CODEN
JAPIAU

Conference

Title
55. annual conference on magnetism and magnetic materials
Dates
14-18 Nov 2010
Place
Atlanta, GA (United States)

INIS

Country of Publication
United States
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
43129313
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ARTIFICIAL INTELLIGENCE; BRAIN; COMPUTER ARCHITECTURE; COMPUTERS; DESIGN; ELECTRIC CHARGES; MAGNETIC FLUX; MAGNETIC STORAGE DEVICES; MOMENT OF INERTIA; NERVE CELLS; NEURAL NETWORKS; SWITCHES; TIME DELAY
Descriptors DEC
ANIMAL CELLS; BODY; CENTRAL NERVOUS SYSTEM; ELECTRICAL EQUIPMENT; EQUIPMENT; MEMORY DEVICES; NERVOUS SYSTEM; ORGANS; SOMATIC CELLS

Optional Information

Notes
(c) 2012 American Institute of Physics