Emergent activation functions from a stochastic bit stream neuron


Daalen, M., Kosel, T., Jeavons, P. and Shawe-Taylor, J. (1994) Emergent activation functions from a stochastic bit stream neuron. Electonic Letters, 30, (4), 331-333.

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Description/Abstract

In this paper we present the results of experimental work that demonstrates the generation of linear and sigmoid activation functions in a digital stochastic bit-stream neuron. These activation functions are generated by a stochastic process and require no additional hardware, allowing the design of an individual neuron to be extremely compact.

Item Type: Article
ISSNs: 0013-5194
Related URLs:
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science
ePrint ID: 259815
Date Deposited: 24 Aug 2004
Last Modified: 27 Mar 2014 20:02
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/259815

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