UCL logo

UCL Discovery

UCL home » Library Services » Electronic resources » UCL Discovery

Bitstream neurons for graph colouring

Burge, P; Shawe-Taylor, J; (1995) Bitstream neurons for graph colouring. Journal of artificial neural networks , 2 (4) pp. 443-448.

Full text not available from this repository.

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.

Type: Article
Title: Bitstream neurons for graph colouring
UCL classification: UCL > Provost and Vice Provost Offices
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science
URI: http://discovery.ucl.ac.uk/id/eprint/79112
Downloads since deposit
0Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item