Improved SpikeProp for using particle swarm optimization
A spiking neurons network encodes information in the timing of individual spike times. A novel supervised learning rule for SpikeProp is derived to overcome the discontinuities introduced by the spiking thresholding. This algorithm is based on an error-backpropagation learning rule suited for superv...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Hindawi Publishing Corporation
2013
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| Subjects: | |
| Online Access: | http://eprints.utm.my/id/eprint/48995/1/SitiMariyamShamsuddin2013_ImprovedSpikePropforusingparticle.pdf http://eprints.utm.my/id/eprint/48995/ http://dx.doi.org/10.1155/2013/257085 |
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| Institution: | Universiti Teknologi Malaysia |
| Language: | English |