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NECO
2008
114views more  NECO 2008»
15 years 18 days ago
A Sparse Generative Model of V1 Simple Cells with Intrinsic Plasticity
Current models for the learning of feature detectors work on two time scales: on a fast time scale the internal neurons' activations adapt to the current stimulus; on a slow ...
Cornelius Weber, Jochen Triesch
NECO
2008
55views more  NECO 2008»
15 years 18 days ago
Solving the Problem of Negative Synaptic Weights in Cortical Models
Christopher Parisien, Charles H. Anderson, Chris E...
50
Voted
NECO
2008
72views more  NECO 2008»
15 years 18 days ago
Encoding and Decoding Spikes for Dynamic Stimuli
Rama Natarajan, Quentin J. M. Huys, Peter Dayan, R...
61
Voted
NECO
2008
53views more  NECO 2008»
15 years 18 days ago
Design of Continuous Attractor Networks with Monotonic Tuning Using a Symmetry Principle
Christian K. Machens, Carlos D. Brody
93
Voted
NECO
2008
106views more  NECO 2008»
15 years 18 days ago
Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons
We consider a formal model of stimulus encoding with a circuit consisting of a bank of filters and an ensemble of integrate-and-fire neurons. Such models arise in olfactory system...
Aurel A. Lazar, Eftychios A. Pnevmatikakis
67
Voted
NECO
2008
120views more  NECO 2008»
15 years 18 days ago
A Canonical Neural Circuit for Cortical Nonlinear Operations
Minjoon Kouh, Tomaso Poggio
49
Voted
NECO
2008
71views more  NECO 2008»
15 years 18 days ago
Unsupervised Learning of Individuals and Categories from Images
Stephen Waydo, Christof Koch
NECO
2008
108views more  NECO 2008»
15 years 18 days ago
An SMO Algorithm for the Potential Support Vector Machine
We describe a fast Sequential Minimal Optimization (SMO) procedure for solving the dual optimization problem of the recently proposed Potential Support Vector Machine (P-SVM). The...
Tilman Knebel, Sepp Hochreiter, Klaus Obermayer
NECO
2008
72views more  NECO 2008»
15 years 18 days ago
Robust Boosting Algorithm Against Mislabeling in Multiclass Problems
Takashi Takenouchi, Shinto Eguchi, Noboru Murata, ...