Volume 19,
Number 1,
January 2007
Letters
- Alfonso Renart, Rubén Moreno-Bote, Xiao-Jing Wang, Néstor Parga:
Mean-Driven and Fluctuation-Driven Persistent Activity in Recurrent Networks.
1-46
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- Abigail Morrison, Sirko Straube, Hans Ekkehard Plesser, Markus Diesmann:
Exact Subthreshold Integration with Continuous Spike Times in Discrete-Time Neural Network Simulations.
47-79
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- Colin Molter, Utku Salihoglu, Hugues Bersini:
The Road to Chaos by Time-Asymmetric Hebbian Learning in Recurrent Neural Networks.
80-110
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- Mustafa C. Ozturk, Dongming Xu, José Carlos Príncipe:
Analysis and Design of Echo State Networks.
111-138
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- Edmund T. Rolls, Simon M. Stringer:
Invariant Global Motion Recognition in the Dorsal Visual System: A Unifying Theory.
139-169
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- John Porrill, Paul Dean:
Recurrent Cerebellar Loops Simplify Adaptive Control of Redundant and Nonlinear Motor Systems.
170-193
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- James V. Stone, P. E. Jupp:
Free-Lunch Learning: Modeling Spontaneous Recovery of Memory.
194-217
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- Yoshitatsu Matsuda, Kazunori Yamaguchi:
Linear Multilayer ICA Generating Hierarchical Edge Detectors.
218-230
Electronic Edition (link) BibTeX
- Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
Functional Network Topology Learning and Sensitivity Analysis Based on ANOVA Decomposition.
231-257
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- Ping Zhong, Masao Fukushima:
Second-Order Cone Programming Formulations for Robust Multiclass Classification.
258-282
Electronic Edition (link) BibTeX
- S. Sundararajan, Shirish Krishnaj Shevade, S. Sathiya Keerthi:
Fast Generalized Cross-Validation Algorithm for Sparse Model Learning.
283-301
Electronic Edition (link) BibTeX
Volume 19,
Number 2,
February 2007
Article
Letters
- Kai M. Hynna, Kwabena Boahen:
Thermodynamically Equivalent Silicon Models of Voltage-Dependent Ion Channels.
327-350
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- Osamu Hoshino:
Spatiotemporal Conversion of Auditory Information for Cochleotopic Mapping.
351-370
Electronic Edition (link) BibTeX
- Sander M. Bohte, Michael C. Mozer:
Reducing the Variability of Neural Responses: A Computational Theory of Spike-Timing-Dependent Plasticity.
371-403
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- Quentin J. M. Huys, Richard S. Zemel, Rama Natarajan, Peter Dayan:
Fast Population Coding.
404-441
Electronic Edition (link) BibTeX
- Rafal Bogacz, Kevin N. Gurney:
The Basal Ganglia and Cortex Implement Optimal Decision Making Between Alternative Actions.
442-477
Electronic Edition (link) BibTeX
- Roberto C. Sotero, Nelson J. Trujillo-Barreto, Yasser Iturria-Medina, Felix Carbonell, Juan C. Jiménez:
Realistically Coupled Neural Mass Models Can Generate EEG Rhythms.
478-512
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- Inge Koch, Kanta Naito:
Dimension Selection for Feature Selection and Dimension Reduction with Principal and Independent Component Analysis.
513-545
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- Lei Xu:
One-Bit-Matching Theorem for ICA, Convex-Concave Programming on Polyhedral Set, and Distribution Approximation for Combinatorics.
546-569
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- Xuyang Lou, Baotong Cui:
Boundedness and Stability for Integrodifferential Equations Modeling Neural Field with Time Delay.
570-581
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Volume 19,
Number 3,
March 2007
Article
Letter
- Taro Toyoizumi, Jean-Pascal Pfister, Kazuyuki Aihara, Wulfram Gerstner:
Optimality Model of Unsupervised Spike-Timing-Dependent Plasticity: Synaptic Memory and Weight Distribution.
639-671
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- Wilson Truccolo, John P. Donoghue:
Nonparametric Modeling of Neural Point Processes via Stochastic Gradient Boosting Regression.
672-705
Electronic Edition (link) BibTeX
- Ho Young Jeong, Boris S. Gutkin:
Synchrony of Neuronal Oscillations Controlled by GABAergic Reversal Potentials.
706-729
Electronic Edition (link) BibTeX
- Jun Morimoto, Kenji Doya:
Reinforcement Learning State Estimator.
730-756
Electronic Edition (link) BibTeX
- Jürgen Schmidhuber, Daan Wierstra, Matteo Gagliolo, Faustino J. Gomez:
Training Recurrent Networks by Evolino.
757-779
Electronic Edition (link) BibTeX
- Raul Kompass:
A Generalized Divergence Measure for Nonnegative Matrix Factorization.
780-791
Electronic Edition (link) BibTeX
- Wei Chu, S. Sathiya Keerthi:
Support Vector Ordinal Regression.
792-815
Electronic Edition (link) BibTeX
- Hyunjung Shin, Sungzoon Cho:
Neighborhood Property-Based Pattern Selection for Support Vector Machines.
816-855
Electronic Edition (link) BibTeX
- David J. Miller, Siddharth Pal:
Transductive Methods for the Distributed Ensemble Classification Problem.
856-884
Electronic Edition (link) BibTeX
Volume 19,
Number 4,
April 2007
Article
Letters
- Anil K. Seth, Gerald M. Edelman:
Distinguishing Causal Interactions in Neural Populations.
910-933
Electronic Edition (link) BibTeX
- Mads Dyrholm, Scott Makeig, Lars Kai Hansen:
Model Selection for Convolutive ICA with an Application to Spatiotemporal Analysis of EEG.
934-955
Electronic Edition (link) BibTeX
- David R. C. Dominguez, Kostadin Koroutchev, Eduardo Serrano, Francisco de Borja Rodríguez Ortiz:
Information and Topology in Attractor Neural Networks.
956-973
Electronic Edition (link) BibTeX
- Gregory R. Stiesberg, Marcelo Bussotti Reyes, Pablo Varona, Reynaldo D. Pinto, Ramón Huerta:
Connection Topology Selection in Central Pattern Generators by Maximizing the Gain of Information.
974-993
Electronic Edition (link) BibTeX
- Tobias Blaschke, Tiziano Zito, Laurenz Wiskott:
Independent Slow Feature Analysis and Nonlinear Blind Source Separation.
994-1021
Electronic Edition (link) BibTeX
- Richard E. Turner, Maneesh Sahani:
A Maximum-Likelihood Interpretation for Slow Feature Analysis.
1022-1038
Electronic Edition (link) BibTeX
- Su Lee Goh, Danilo P. Mandic:
An Augmented Extended Kalman Filter Algorithm for Complex-Valued Recurrent Neural Networks.
1039-1055
Electronic Edition (link) BibTeX
- Peter Tino:
Equilibria of Iterative Softmax and Critical Temperatures for Intermittent Search in Self-Organizing Neural Networks.
1056-1081
Electronic Edition (link) BibTeX
- Liefeng Bo, Ling Wang, Licheng Jiao:
Recursive Finite Newton Algorithm for Support Vector Regression in the Primal.
1082-1096
Electronic Edition (link) BibTeX
- Rasmus Kongsgaard Olsson, Kaare Brandt Petersen, Tue Lehn-Schiøler:
State-Space Models: From the EM Algorithm to a Gradient Approach.
1097-1111
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- Shinichi Nakajima, Sumio Watanabe:
Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance.
1112-1153
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Volume 19,
Number 5,
May 2007
Letters
- Olivier Chapelle:
Training a Support Vector Machine in the Primal.
1155-1178
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- H. P. Snippe, J. H. Van Hateren:
Dynamics of Nonlinear Feedback Control.
1179-1214
Electronic Edition (link) BibTeX
- Peter F. Rowat:
Interspike Interval Statistics in the Stochastic Hodgkin-Huxley Model: Coexistence of Gamma Frequency Bursts and Highly Irregular Firing.
1215-1250
Electronic Edition (link) BibTeX
- Jonathan Rubin, Kresimir Josic:
The Firing of an Excitable Neuron in the Presence of Stochastic Trains of Strong Synaptic Inputs.
1251-1294
Electronic Edition (link) BibTeX
- Santiago Jaramillo, Barak A. Pearlmutter:
Optimal Coding Predicts Attentional Modulation of Activity in Neural Systems.
1295-1312
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- Udo Ernst, David Rotermund, Klaus Pawelzik:
Efficient Computation Based on Stochastic Spikes.
1313-1343
Electronic Edition (link) BibTeX
- Jeffrey M. Beck, Alexandre Pouget:
Exact Inferences in a Neural Implementation of a Hidden Markov Model.
1344-1361
Electronic Edition (link) BibTeX
- Peter A. Appleby, Terry Elliott:
Multispike Interactions in a Stochastic Model of Spike-Timing-Dependent Plasticity.
1362-1399
Electronic Edition (link) BibTeX
- Zonghua Zhang, Nikolaus F. Troje:
3D Periodic Human Motion Reconstruction from 2D Motion Sequences.
1400-1421
Electronic Edition (link) BibTeX
- Takahumi Oohori, Hidenori Naganuma, Kazuhisa Watanabe:
A New Backpropagation Learning Algorithm for Layered Neural Networks with Nondifferentiable Units.
1422-1435
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Volume 19,
Number 6,
June 2007
Volume 19,
Number 7,
July 2007
Article
Letters
- Ernst Niebur:
Generation of Synthetic Spike Trains with Defined Pairwise Correlations.
1720-1738
Electronic Edition (link) BibTeX
- Daniele Marinazzo, Hilbert J. Kappen, Stan C. A. M. Gielen:
Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapses.
1739-1765
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- Jeremy A. Miller, Garrett T. Kenyon:
Extracting Number-Selective Responses from Coherent Oscillations in a Computer Model.
1766-1797
Electronic Edition (link) BibTeX
- Kenji Morita, Masato Okada, Kazuyuki Aihara:
Selectivity and Stability via Dendritic Nonlinearity.
1798-1853
Electronic Edition (link) BibTeX
- Naoki Masuda, Masato Okada, Kazuyuki Aihara:
Filtering of Spatial Bias and Noise Inputs by Spatially Structured Neural Networks.
1854-1870
Electronic Edition (link) BibTeX
- Christopher Johansson, Anders Lansner:
Imposing Biological Constraints onto an Abstract Neocortical Attractor Network Model.
1871-1896
Electronic Edition (link) BibTeX
- Stephan Hasler, Heiko Wersing, Edgar Körner:
Combining Reconstruction and Discrimination with Class-Specific Sparse Coding.
1897-1918
Electronic Edition (link) BibTeX
- Jooyoung Park, Daesung Kang, Jongho Kim, James T. Kwok, Ivor W. Tsang:
SVDD-Based Pattern Denoising.
1919-1938
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- Shay Cohen, Gideon Dror, Eytan Ruppin:
Feature Selection via Coalitional Game Theory.
1939-1961
Electronic Edition (link) BibTeX
- Roberto Baragona, Francesco Battaglia:
Outliers Detection in Multivariate Time Series by Independent Component Analysis.
1962-1984
Electronic Edition (link) BibTeX
Volume 19,
Number 8,
August 2007
View
Articles
Letters
Volume 19,
Number 9,
September 2007
Article
Letters
- Joseph F. Murray, Kenneth Kreutz-Delgado:
Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning.
2301-2352
Electronic Edition (link) BibTeX
- Carlos R. Cassanello, Vincent P. Ferrera:
Visual Remapping by Vector Subtraction: Analysis of Multiplicative Gain Field Models.
2353-2386
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- Alexander S. Klyubin, Daniel Polani, Chrystopher L. Nehaniv:
Representations of Space and Time in the Maximization of Information Flow in the Perception-Action Loop.
2387-2432
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- Judith E. Dayhoff:
Computational Properties of Networks of Synchronous Groups of Spiking Neurons.
2433-2467
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- Kosuke Hamaguchi, Masato Okada, Kazuyuki Aihara:
Variable Timescales of Repeated Spike Patterns in Synfire Chain with Mexican-Hat Connectivity.
2468-2491
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- Christof Cebulla:
Asymptotic Behavior and Synchronizability Characteristics of a Class of Recurrent Neural Networks.
2492-2514
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- Takaaki Aoki, Toshio Aoyagi:
Self-Organizing Maps with Asymmetric Neighborhood Function.
2515-2535
Electronic Edition (link) BibTeX
- Tomoharu Iwata, Kazumi Saito, Naonori Ueda, Sean Stromsten, Thomas L. Griffiths, Joshua B. Tenenbaum:
Parametric Embedding for Class Visualization.
2536-2556
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- Chun-Hou Zheng, De-Shuang Huang, Kang Li, George W. Irwin, Zhan-Li Sun:
MISEP Method for Postnonlinear Blind Source Separation.
2557-2578
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Volume 19,
Number 10,
October 2007
Article
Note
Letters
- Alicia B. Abrams, James M. Hillis, David H. Brainard:
The Relation Between Color Discrimination and Color Constancy: When Is Optimal Adaptation Task Dependent?
2610-2637
Electronic Edition (link) BibTeX
- Burak Güçlü:
Deviation from Weber's Law in the Non-Pacinian I Tactile Channel: A Psychophysical and Simulation Study of Intensity Discrimination.
2638-2664
Electronic Edition (link) BibTeX
- Xu Miao, Rajesh P. N. Rao:
Learning the Lie Groups of Visual Invariance.
2665-2693
Electronic Edition (link) BibTeX
- Bernd Porr, Florentin Wörgötter:
Learning with "Relevance": Using a Third Factor to Stabilize Hebbian Learning.
2694-2719
Electronic Edition (link) BibTeX
- Takaaki Aoki, Toshio Aoyagi:
Synchrony-Induced Switching Behavior of Spike Pattern Attractors Created by Spike-Timing-Dependent Plasticity.
2720-2738
Electronic Edition (link) BibTeX
- Joaquín J. Torres, Jesús M. Cortés, Joaquín Marro, Hilbert J. Kappen:
Competition Between Synaptic Depression and Facilitation in Attractor Neural Networks.
2739-2755
Electronic Edition (link) BibTeX
- Chih-Jen Lin:
Projected Gradient Methods for Nonnegative Matrix Factorization.
2756-2779
Electronic Edition (link) BibTeX
- Shun-ichi Amari:
Integration of Stochastic Models by Minimizing alpha-Divergence.
2780-2796
Electronic Edition (link) BibTeX
- David H. Goldberg, Andreas G. Andreou:
Distortion of Neural Signals by Spike Coding.
2797-2839
Electronic Edition (link) BibTeX
- Mingyu Zhong, Dave Coggeshall, Ehsan Ghaneie, Thomas Pope, Mark Rivera, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Mansooreh Mollaghasemi, Samuel Richie:
Gap-Based Estimation: Choosing the Smoothing Parameters for Probabilistic and General Regression Neural Networks.
2840-2864
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Volume 19,
Number 11,
November 2007
Notes
Letters
- Joseph M. Brader, Walter Senn, Stefano Fusi:
Learning Real-World Stimuli in a Neural Network with Spike-Driven Synaptic Dynamics.
2881-2912
Electronic Edition (link) BibTeX
- Marcelo A. Montemurro, Riccardo Senatore, Stefano Panzeri:
Tight Data-Robust Bounds to Mutual Information Combining Shuffling and Model Selection Techniques.
2913-2957
Electronic Edition (link) BibTeX
- Eilif Mueller, Lars Buesing, Johannes Schemmel, Karlheinz Meier:
Spike-Frequency Adapting Neural Ensembles: Beyond Mean Adaptation and Renewal Theories.
2958-3010
Electronic Edition (link) BibTeX
- Andreas Kaltenbrunner, Vicenç Gómez, Vicente López:
Phase Transition and Hysteresis in an Ensemble of Stochastic Spiking Neurons.
3011-3050
Electronic Edition (link) BibTeX
- Hajime Fujita, Shin Ishii:
Model-Based Reinforcement Learning for Partially Observable Games with Sampling-Based State Estimation.
3051-3087
Electronic Edition (link) BibTeX
- Hyun-Chul Kim, Jaewook Lee:
Clustering Based on Gaussian Processes.
3088-3107
Electronic Edition (link) BibTeX
- André Grüning:
Elman Backpropagation as Reinforcement for Simple Recurrent Networks.
3108-3131
Electronic Edition (link) BibTeX
Volume 19,
Number 12,
December 2007
Articles
Notes
Letters
- Maoz Shamir, Kamal Sen, H. Steven Colburn:
Temporal Coding of Time-Varying Stimuli.
3239-3261
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- Hédi Soula, Carson C. Chow:
Stochastic Dynamics of a Finite-Size Spiking Neural Network.
3262-3292
Electronic Edition (link) BibTeX
- Philipp Wolfrum, Christoph von der Malsburg:
What Is the Optimal Architecture for Visual Information Routing?
3293-3309
Electronic Edition (link) BibTeX
- Osamu Hoshino:
Enhanced Sound Perception by Widespread-Onset Neuronal Responses in Auditory Cortex.
3310-3334
Electronic Edition (link) BibTeX
- Yoshiyuki Sato, Taro Toyoizumi, Kazuyuki Aihara:
Bayesian Inference Explains Perception of Unity and Ventriloquism Aftereffect: Identification of Common Sources of Audiovisual Stimuli.
3335-3355
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- Yan Xiong, Wei Wu, Xidai Kang, Chao Zhang:
Training Pi-Sigma Network by Online Gradient Algorithm with Penalty for Small Weight Update.
3356-3368
Electronic Edition (link) BibTeX
- Kiruthika Ramanathan, Sheng Uei Guan:
Multiorder Neurons for Evolutionary Higher-Order Clustering and Growth.
3369-3391
Electronic Edition (link) BibTeX
- Kuang-Hui Lin, Chih-Wen Shih:
Multiple Almost Periodic Solutions in Nonautonomous Delayed Neural Networks.
3392-3420
Electronic Edition (link) BibTeX
Copyright © Sun May 17 00:15:17 2009
by Michael Ley (ley@uni-trier.de)