Shawe-Taylor, John and Zerovnik, Janez v (1993) Analysis of the Mean Field Annealing Algorithm for Graph Colouring
Record type:
Monograph
(Project Report)
Abstract
We introduce the Multi State Bitstream Neuron. By replacing the stochastic activation function with stochastic weights the MSBSN is shown to approximate a Generalised Boltzmann Machine. Benchmarks show the algorithm performs as well as the Boltzmann algorithm whilst the MSBSN lends itself to a very compact and fast hardware implementation.
More information
Published date: 1993
Organisations:
Electronics & Computer Science
Identifiers
Local EPrints ID: 259754
URI: http://eprints.soton.ac.uk/id/eprint/259754
PURE UUID: 4bb5d4b7-5ded-4794-a10a-662bd6752481
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Date deposited: 12 Aug 2004
Last modified: 14 Mar 2024 06:28
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Contributors
Author:
John Shawe-Taylor
Author:
Janez v Zerovnik
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