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NECO
2002
75views more  NECO 2002»
13 years 9 months ago
Biophysiologically Plausible Implementations of the Maximum Operation
Angela J. Yu, Martin A. Giese, Tomaso Poggio
NECO
2002
67views more  NECO 2002»
13 years 9 months ago
Selectively Grouping Neurons in Recurrent Networks of Lateral Inhibition
Xiaohui Xie, Richard H. R. Hahnloser, H. Sebastian...
NECO
2002
54views more  NECO 2002»
13 years 9 months ago
Population Coding and Decoding in a Neural Field: A Computational Study
Si Wu, Shun-ichi Amari, Hiroyuki Nakahara
NECO
2002
94views more  NECO 2002»
13 years 9 months ago
Slow Feature Analysis: Unsupervised Learning of Invariances
Laurenz Wiskott, Terrence J. Sejnowski
NECO
2002
145views more  NECO 2002»
13 years 9 months ago
Bayesian Model Assessment and Comparison Using Cross-Validation Predictive Densities
In this work, we discuss practical methods for the assessment, comparison, and selection of complex hierarchical Bayesian models. A natural way to assess the goodness of the model...
Aki Vehtari, Jouko Lampinen
NECO
2002
104views more  NECO 2002»
13 years 9 months ago
An Unsupervised Ensemble Learning Method for Nonlinear Dynamic State-Space Models
A Bayesian ensemble learning method is introduced for unsupervised extraction of dynamic processes from noisy data. The data are assumed to be generated by an unknown nonlinear ma...
Harri Valpola, Juha Karhunen
NECO
2002
62views more  NECO 2002»
13 years 9 months ago
Cosine Tuning Minimizes Motor Errors
Emanuel Todorov
NECO
2002
95views more  NECO 2002»
13 years 9 months ago
Mixture of Experts Classification Using a Hierarchical Mixture Model
Michalis K. Titsias, Aristidis Likas
NECO
2002
77views more  NECO 2002»
13 years 9 months ago
Attractor Reliability Reveals Deterministic Structure in Neuronal Spike Trains
Paul H. E. Tiesinga, Jean-Marc Fellous, Terrence J...