56 search results - page 1 / 12 » Efficient supervised learning in networks with binary synaps... |
41
Voted
CORR
2007
Springer
15 years 17 days ago
2007
Springer
134
Voted
CICC
2011
14 years 17 days ago
2011
Efforts to achieve the long-standing dream of realizing scalable learning algorithms for networks of spiking neurons in silicon have been hampered by (a) the limited scalability of...
89
Voted
NIPS
2007
15 years 2 months ago
2007
We propose a compact, low power VLSI network of spiking neurons which can learn to classify complex patterns of mean firing rates on–line and in real–time. The network of int...
69
Voted
NECO
1998
15 years 7 days ago
1998
Synaptic runaway denotes the formationof erroneous synapses and premature functional decline accompanying activity-dependent learning in neural networks. This work studies synapti...
108
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JMLR
2008
15 years 17 days ago
2008
Many complex control problems require sophisticated solutions that are not amenable to traditional controller design. Not only is it difficult to model real world systems, but oft...