A Modified Izhikevich Model For Circuit Implementation of Spiking Neural Networks
Ahmadi, Arash and Zwolinski, Mark (2010) A Modified Izhikevich Model For Circuit Implementation of Spiking Neural Networks. In, LASCAS 2010: IEEE Latin American Symposium on Circuit and system, Brasil, 24 - 26 Feb 2010.
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Description/Abstract
The Izhikevich neuron model reproduces the spiking and bursting behaviour of certain types of cortical neurons. This model has a second order nonlinearity that makes it difficult to implement in hardware. We propose a simplified version of the model that has a piecewise-linear relationship. This modification simplifies the hardware implementation but demonstrates similar dynamic behaviour.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Additional Information: | Event Dates: 24-26 February 2010 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > EEE |
| Item ID: | 268512 |
| Date Deposited: | 16 Feb 2010 15:05 |
| Last Modified: | 20 Jul 2012 10:38 |
| Contributors: | Ahmadi, Arash (Author) Zwolinski, Mark (Author) |
| Date: | 26 February 2010 |
| Additional Information: | Event Dates: 24-26 February 2010 |
| Status: | Published |
| Further Information: | Google Scholar |
| URI: | http://eprints.soton.ac.uk/id/eprint/268512 |
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