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NECO
2002
58views more  NECO 2002»
13 years 10 months ago
Analysis of Oscillations in a Reciprocally Inhibitory Network with Synaptic Depression
Adam L. Taylor, Garrison W. Cottrell, William B. K...
NECO
2002
54views more  NECO 2002»
13 years 10 months ago
Independent Components of Magnetoencephalography: Localization
Akaysha C. Tang, Barak A. Pearlmutter, Natalie A. ...
NECO
2002
100views more  NECO 2002»
13 years 10 months ago
Robust Regression with Asymmetric Heavy-Tail Noise Distributions
In the presence of a heavy-tail noise distribution, regression becomes much more di cult. Traditional robust regression methods assume that the noise distribution is symmetric and...
Ichiro Takeuchi, Yoshua Bengio, Takafumi Kanamori
NECO
2002
60views more  NECO 2002»
13 years 10 months ago
Scalable Hybrid Computation with Spikes
Rahul Sarpeshkar, Micah O'Halloran
NECO
2002
106views more  NECO 2002»
13 years 10 months ago
Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM
In response to Rodriguez' recent article (2001) we compare the performance of simple recurrent nets and "Long Short-Term Memory" (LSTM) recurrent nets on context-fr...
Jürgen Schmidhuber, Felix A. Gers, Douglas Ec...
NECO
2002
56views more  NECO 2002»
13 years 10 months ago
Integrate-and-Fire Neurons Driven by Correlated Stochastic Input
Emilio Salinas, Terrence J. Sejnowski
NECO
2002
80views more  NECO 2002»
13 years 10 months ago
Adjusting the Outputs of a Classifier to New a Priori Probabilities: A Simple Procedure
Marco Saerens, Patrice Latinne, Christine Decaeste...
NECO
2002
71views more  NECO 2002»
13 years 10 months ago
Learning to Recognize Three-Dimensional Objects
Dan Roth, Ming-Hsuan Yang, Narendra Ahuja