56 search results - page 1 / 12 » Efficient supervised learning in networks with binary synaps... |
CORR
2007
Springer
13 years 6 months ago
2007
Springer
CICC
2011
12 years 6 months 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...
NIPS
2007
13 years 8 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...
NECO
1998
13 years 6 months ago
1998
Synaptic runaway denotes the formationof erroneous synapses and premature functional decline accompanying activity-dependent learning in neural networks. This work studies synapti...
JMLR
2008
13 years 6 months 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...