Volume 23, Number 1, January 2011 Article
: The Mean Time to Express Synaptic Plasticity in Integrate-and-Express, Stochastic Models of Synaptic Plasticity Induction.
, Gabriel A. Silva
: A Framework for Simulating and Estimating the State and Functional Topology of Complex Dynamic Geometric Networks.
Volume 23, Number 2, February 2011 Articles
Volume 23, Number 3, March 2011 Article
Volume 23, Number 4, April 2011 Article
, Tobias Larsen
: Integration of Reinforcement Learning and Optimal Decision-Making Theories of the Basal Ganglia.
: Neuronal Responses Below Firing Threshold for Subthreshold Cross-Modal Enhancement.
José M. Medina
: Effects of Multiplicative Power Law Neural Noise in Visual Information Processing.
, Manfred Opper
: Expectation Propagation with Factorizing Distributions: A Gaussian Approximation and Performance Results for Simple Models.
Volume 23, Number 5, May 2011
, Todd W. Troyer
: The Dynamics of Integrate-and-Fire: Mean Versus Variance Modulations and Dependence on Baseline Parameters.
, Nihat Ay
: Refinements of Universal Approximation Results for Deep Belief Networks and Restricted Boltzmann Machines.
Volume 23, Number 6, June 2011 Article
: Neural Associative Memory with Optimal Bayesian Learning.
Kris De Meyer
, Michael W. Spratling
: Multiplicative Gain Modulation Arises Through Unsupervised Learning in a Predictive Coding Model of Cortical Function.
Volume 23, Number 7, July 2011 Note
: A Connection Between Score Matching and Denoising Autoencoders.
: On the Simulation of Nonlinear Bidimensional Spiking Neuron Models.
R. Rossi Pool
, G. Mato
: Spike-Timing-Dependent Plasticity and Reliability Optimization: The Role of Neuron Dynamics.
: A Multifactor Winner-Take-All Dynamics.
Volume 23, Number 8, August 2011 Article
Terence D. Sanger
: Distributed Control of Uncertain Systems Using Superpositions of Linear Operators.
, Mattia Rigotti
: A Simple Derivation of a Bound on the Perceptron Margin Using Singular Value Decomposition.
, Jinwen Ma
: Asymptotic Convergence Properties of the EM Algorithm for Mixture of Experts.
Volume 23, Number 9, September 2011 Article
, Ruedi Stoop
: Principles and Typical Computational Limitations of Sparse Speaker Separation Based on Deterministic Speech Features.
Volume 23, Number 10, October 2011 Article
, Haizhang Zhang
: Reproducing Kernel Banach Spaces with the ℓ1 Norm II: Error Analysis for Regularized Least Square Regression.
Volume 23, Number 11, November 2011 View
: Dependency Reduction with Divisive Normalization: Justification and Effectiveness.
Volume 23, Number 12, December 2011 View
: Reappraisal of the Somatosensory Homunculus and Its Discontinuities.
Peter F. Rowat
, Priscilla E. Greenwood
: Identification and Continuity of the Distributions of Burst-Length and Interspike Intervals in the Stochastic Morris-Lecar Neuron.
Jian K. Liu
: Learning Rule of Homeostatic Synaptic Scaling: Presynaptic Dependent or Not.
: Subthreshold Membrane Depolarization as Memory Trace for Perceptual Learning.
: On the Relation of Slow Feature Analysis and Laplacian Eigenmaps.