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 and Applied Science > Electronics and Computer Science |
| Item ID: | 259815 |
| Date Deposited: | 24 Aug 2004 |
| Last Modified: | 02 Mar 2012 12:21 |
| Contributors: | Daalen, M. (Author) Kosel, T. (Author) Jeavons, P. (Author) Shawe-Taylor, J. (Author) |
| Date: | February 1994 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/259815 |
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