A Spiking Self-Organizing Map Combining STDP, Oscillations, and Continuous Learning
Publisher:
Year
: 2014DOI: 10.1109/TNNLS.2013.2283140
Keyword(s): data structures,self-organising feature maps,unsupervised learning,SOM algorithm,STDP,Wisconsin breast cancer datasets,artificial data,continuous learning,input data set,integrate-and-fire neuron network,mammalian cortices,network structure,neural network algorithm,phasic coding,spiking neuron hardware,spiking self-organizing map,synchronized oscillations,topographically ordered spatial representations,unsupervised learning,Brain modeling,Encoding,Feedforward neural networks
Collections
:
-
Statistics
A Spiking Self-Organizing Map Combining STDP, Oscillations, and Continuous Learning
Show full item record
| contributor author | Rumbell, Timothy | |
| contributor author | Denham, Susan L. | |
| contributor author | Wennekers, T. | |
| date accessioned | 2020-03-12T18:30:15Z | |
| date available | 2020-03-12T18:30:15Z | |
| date issued | 2014 | |
| identifier issn | 2162-237X | |
| identifier other | 6636061.pdf | |
| identifier uri | https://libsearch.um.ac.ir:443/fum/handle/fum/960705?locale-attribute=en | |
| format | general | |
| language | English | |
| publisher | IEEE | |
| title | A Spiking Self-Organizing Map Combining STDP, Oscillations, and Continuous Learning | |
| type | Journal Paper | |
| contenttype | Metadata Only | |
| identifier padid | 7993399 | |
| subject keywords | data structures | |
| subject keywords | self-organising feature maps | |
| subject keywords | unsupervised learning | |
| subject keywords | SOM algorithm | |
| subject keywords | STDP | |
| subject keywords | Wisconsin breast cancer datasets | |
| subject keywords | artificial data | |
| subject keywords | continuous learning | |
| subject keywords | input data set | |
| subject keywords | integrate-and-fire neuron network | |
| subject keywords | mammalian cortices | |
| subject keywords | network structure | |
| subject keywords | neural network algorithm | |
| subject keywords | phasic coding | |
| subject keywords | spiking neuron hardware | |
| subject keywords | spiking self-organizing map | |
| subject keywords | synchronized oscillations | |
| subject keywords | topographically ordered spatial representations | |
| subject keywords | unsupervised learning | |
| subject keywords | Brain modeling | |
| subject keywords | Encoding | |
| subject keywords | Feedforward neural networks | |
| identifier doi | 10.1109/TNNLS.2013.2283140 | |
| journal title | Neural Networks and Learning Systems, IEEE Transactions on | |
| journal volume | 25 | |
| journal issue | 5 | |
| filesize | 1302044 | |
| citations | 0 |