Direct Discriminative Decoder Models for Analysis of High-Dimensional Dynamical Neural Data

JOURNAL ARTICLE published 15 April 2022 in Neural Computation

Authors: Mohammad R. Rezaei | Alex E. Hadjinicolaou | Sydney S. Cash | Uri T. Eden | Ali Yousefi

Graph Degree Sequence Solely Determines the Expected Hopfield Network Pattern Stability

JOURNAL ARTICLE published January 2015 in Neural Computation

Authors: Daniel Berend | Shlomi Dolev | Ariel Hanemann

Estimation of Network Parameters in Semiparametric Stochastic Perceptron

JOURNAL ARTICLE published November 1994 in Neural Computation

Authors: Motoaki Kawanabe | Shun-ichi Amari

JOURNAL ISSUE published March 2004 in Neural Computation

Errata

JOURNAL ARTICLE published 1 August 2001 in Neural Computation

Suprathreshold Intrinsic Dynamics of the Human Visual System

JOURNAL ARTICLE published 1 December 2003 in Neural Computation

Authors: Gopathy Purushothaman | Haluk Öğmen | Harold E. Bedell

Oscillator-Interference Models of Path Integration Do Not Require Theta Oscillations

JOURNAL ARTICLE published March 2015 in Neural Computation

Authors: Jeff Orchard

Equivalence of Equilibrium Propagation and Recurrent Backpropagation

JOURNAL ARTICLE published February 2019 in Neural Computation

Authors: Benjamin Scellier | Yoshua Bengio

Linear Geometric ICA: Fundamentals and Algorithms

JOURNAL ARTICLE published 1 February 2003 in Neural Computation

Authors: Fabian J. Theis | Andreas Jung | Carlos G. Puntonet | Elmar W. Lang

JOURNAL ISSUE published May 2003 in Neural Computation

Smooth Gradient Representations as a Unifying Account of Chevreul's Illusion, Mach Bands, and a Variant of the Ehrenstein Disk

JOURNAL ARTICLE published 1 April 2006 in Neural Computation

Authors: Matthias S. Keil

On PDE Characterization of Smooth Hierarchical Functions Computed by Neural Networks

JOURNAL ARTICLE published 12 November 2021 in Neural Computation

Authors: Khashayar Filom | Roozbeh Farhoodi | Konrad Paul Kording

Information-Theoretic Bounds and Approximations in Neural Population Coding

JOURNAL ARTICLE published April 2018 in Neural Computation

Authors: Wentao Huang | Kechen Zhang

Sound Retrieval and Ranking Using Sparse Auditory Representations

JOURNAL ARTICLE published September 2010 in Neural Computation

Authors: Richard F. Lyon | Martin Rehn | Samy Bengio | Thomas C. Walters | Gal Chechik

Review of Neural Networks for Speech Recognition

JOURNAL ARTICLE published March 1989 in Neural Computation

Authors: Richard P. Lippmann

Why Does the Somatosensory Homunculus Have Hands Next to Face and Feet Next to Genitals? A Hypothesis

JOURNAL ARTICLE published 1 November 1998 in Neural Computation

Authors: Martha J. Farah

A Model for Perceptual Averaging and Stochastic Bistable Behavior and the Role of Voluntary Control

JOURNAL ARTICLE published December 2006 in Neural Computation

Authors: Ansgar R. Koene

Setting the Activity Level in Sparse Random Networks

JOURNAL ARTICLE published January 1994 in Neural Computation

Authors: Ali A. Minai | William B. Levy

Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited

JOURNAL ARTICLE published January 2018 in Neural Computation

Authors: Shun-ichi Amari | Tomoko Ozeki | Ryo Karakida | Yuki Yoshida | Masato Okada

First Passage Time Memory Lifetimes for Multistate, Filter-Based Synapses

JOURNAL ARTICLE published June 2020 in Neural Computation

Authors: Terry Elliott