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NIPS
2003
15 years 4 months ago
Synchrony Detection by Analogue VLSI Neurons with Bimodal STDP Synapses
We present test results from spike-timing correlation learning experiments carried out with silicon neurons with STDP (Spike Timing Dependent Plasticity) synapses. The weight chan...
Adria Bofill-i-Petit, Alan F. Murray
NIPS
1994
15 years 4 months ago
Efficient Methods for Dealing with Missing Data in Supervised Learning
We present efficient algorithms for dealing with the problem of missing inputs (incomplete feature vectors) during training and recall. Our approach is based on the approximation ...
Volker Tresp, Ralph Neuneier, Subutai Ahmad
CORR
2006
Springer
135views Education» more  CORR 2006»
15 years 3 months ago
On the MacWilliams Identity for Convolutional Codes
: The adjacency matrix associated with a convolutional code collects in a detailed manner information about the weight distribution of the code. A MacWilliams Identity Conjecture, ...
Heide Gluesing-Luerssen, Gert Schneider
COLING
2002
15 years 2 months ago
Looking for Candidate Translational Equivalents in Specialized, Comparable Corpora
Previous attempts at identifying translational equivalents in comparable corpora have dealt with very large `general language' corpora and words. We address this task in a sp...
Yun-Chuang Chiao, Pierre Zweigenbaum
CORR
2011
Springer
213views Education» more  CORR 2011»
14 years 10 months ago
Adapting to Non-stationarity with Growing Expert Ensembles
Forecasting sequences by expert ensembles generally assumes stationary or near-stationary processes; however, in complex systems and many real-world applications, we are frequentl...
Cosma Rohilla Shalizi, Abigail Z. Jacobs, Aaron Cl...