External Links

    Journal: Neural Computation

    Volume 27, Issue 9

    1825 -- 1856Karthik Lakshmanan, Patrick T. Sadtler, Elizabeth C. Tyler-Kabara, Aaron Batista, Byron M. Yu. Extracting Low-Dimensional Latent Structure from Time Series in the Presence of Delays
    1857 -- 1871Chee-Ming Ting, Abd-Krim Seghouane, Muhammad Usman Khalid, Sh-Hussain Salleh. Is First-Order Vector Autoregressive Model Optimal for fMRI Data?
    1872 -- 1898Dorian Florescu, Daniel Coca. A Novel Reconstruction Framework for Time-Encoded Signals with Integrate-and-Fire Neurons
    1899 -- 1914Marthinus Christoffel du Plessis, Hiroaki Shiino, Masashi Sugiyama. Online Direct Density-Ratio Estimation Applied to Inlier-Based Outlier Detection
    1915 -- 1950Hongyang Zhang, Zhouchen Lin, Chao Zhang, Junbin Gao. Relations Among Some Low-Rank Subspace Recovery Models
    1951 -- 1982Zhenni Li, Shuxue Ding, Yujie Li. A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators
    1983 -- 2010Antonio Soriano, Luis Vergara, Bouziane Ahmed, Addisson Salazar. Fusion of Scores in a Detection Context Based on Alpha Integration

    Volume 27, Issue 8

    1555 -- 1608Johannes Schumacher, Thomas Wunderle, Pascal Fries, Frank Jäkel, Gordon Pipa. A Statistical Framework to Infer Delay and Direction of Information Flow from Measurements of Complex Systems
    1609 -- 1623Wanjie Wang, Shreejoy J. Tripathy, Krishnan Padmanabhan, Nathaniel N. Urban, Robert E. Kass. An Empirical Model for Reliable Spiking Activity
    1624 -- 1672Tiziano D'albis, Jorge Jaramillo, Henning Sprekeler, Richard Kempter. Inheritance of Hippocampal Place Fields Through Hebbian Learning: Effects of Theta Modulation and Phase Precession on Structure Formation
    1673 -- 1685Dalius Krunglevicius. Competitive STDP Learning of Overlapping Spatial Patterns
    1686 -- 1720Felix Leibfried, Daniel A. Braun. A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker
    1721 -- 1737Yoshiaki Taniai, Jun Nishii. Optimality of Upper-Arm Reaching Trajectories Based on the Expected Value of the Metabolic Energy Cost
    1738 -- 1765Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin. Active Learning Using Hint Information
    1766 -- 1795Chien-Chih Wang, Chun-Heng Huang, Chih-Jen Lin. Subsampled Hessian Newton Methods for Supervised Learning
    1796 -- 1823Can Eren Sezener, Erhan Oztop. Minimal Sign Representation of Boolean Functions: Algorithms and Exact Results for Low Dimensions

    Volume 27, Issue 7

    1373 -- 1404Junichiro Hirayama, Takeshi Ogawa, Aapo Hyvärinen. Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis
    1405 -- 1437Sebastian Blaes, Thomas Burwick. Attentional Bias Through Oscillatory Coherence Between Excitatory Activity and Inhibitory Minima
    1438 -- 1460Xinyi Deng, Daniel F. Liu, Kenneth Kay, Loren M. Frank, Uri T. Eden. Clusterless Decoding of Position from Multiunit Activity Using a Marked Point Process Filter
    1461 -- 1495Cengiz Pehlevan, Tao Hu, Dmitri B. Chklovskii. A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data
    1496 -- 1529Thusitha N. Chandrapala, Bertram E. Shi. Learning Slowness in a Sparse Model of Invariant Feature Detection
    1530 -- 1548Shinsuke Koyama. On the Spike Train Variability Characterized by Variance-to-Mean Power Relationship
    1549 -- 1553Wojciech Rejchel, Hong Li, Chuanbao Ren, Luoqing Li. Neural Computation Vol. 26, pp. 2896-2924, 2014)

    Volume 27, Issue 6

    1159 -- 1185Hazem Toutounji, Johannes Schumacher, Gordon Pipa. Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing
    1186 -- 1222Bryan P. Tripp. Surrogate Population Models for Large-Scale Neural Simulations
    1223 -- 1251Osamu Hoshino. Regulation of Local Ambient GABA Levels via Transporter-Mediated GABA Import and Export for Subliminal Learning
    1252 -- 1293Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti. Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping
    1294 -- 1320Shao-Gao Lv. Refined Generalization Bounds of Gradient Learning over Reproducing Kernel Hilbert Spaces
    1321 -- 1344Thomas Flynn. Timescale Separation in Recurrent Neural Networks
    1345 -- 1372Ji Zhao 0001, Deyu Meng. FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test

    Volume 27, Issue 5

    1005 -- 1032Tomas Fernandes, Christoph von der Malsburg. Self-Organization of Control Circuits for Invariant Fiber Projections
    1033 -- 1050Valérie Ventura, Sonia Todorova. A Computationally Efficient Method for Incorporating Spike Waveform Information into Decoding Algorithms
    1051 -- 1057Lubomir Kostal, Petr Lánský. Coding Accuracy Is Not Fully Determined by the Neuronal Model
    1058 -- 1082Zhe Li, Ning Qian. Solving Stereo Transparency with an Extended Coarse-to-Fine Disparity Energy Model
    1083 -- 1101Ken-ichiro Soma, Ryota Mori, Ryuichi Sato, Noriyuki Furumai, Shigetoshi Nara. Simultaneous Multichannel Signal Transfers via Chaos in a Recurrent Neural Network
    1102 -- 1119Norbert Michael Mayer. Input-Anticipating Critical Reservoirs Show Power Law Forgetting of Unexpected Input Events
    1120 -- 1141Tohru Nitta. Learning Dynamics of a Single Polar Variable Complex-Valued Neuron
    1142 -- 1157Enric Celaya, Alejandro Agostini. Online EM with Weight-Based Forgetting

    Volume 27, Issue 4

    801 -- 818Cian O'Donnell, Mark C. W. van Rossum. Spontaneous Action Potentials and Neural Coding in Unmyelinated Axons
    819 -- 844Takuya Isomura, Yutaro Ogawa, Kiyoshi Kotani, Yasuhiko Jimbo. Accurate Connection Strength Estimation Based on Variational Bayes for Detecting Synaptic Plasticity
    845 -- 897Shaista Hussain, Shih-Chii Liu, Arindam Basu. Hardware-Amenable Structural Learning for Spike-Based Pattern Classification Using a Simple Model of Active Dendrites
    898 -- 924Samuel A. Neymotin, Robert A. McDougal, Mohamed A. Sherif, Christopher P. Fall, Michael L. Hines, William W. Lytton. Neuronal Calcium Wave Propagation Varies with Changes in Endoplasmic Reticulum Parameters: A Computer Model
    925 -- 953Zhenjiang Ni, Sio-Hoi Ieng, Christoph Posch, Stéphane Régnier, Ryad Benosman. Visual Tracking Using Neuromorphic Asynchronous Event-Based Cameras
    954 -- 981Fengzhen Tang, Peter Tiño, Pedro Antonio Gutiérrez, Huanhuan Chen. The Benefits of Modeling Slack Variables in SVMs
    982 -- 1004Naimin Zhang. A Study on the Optimal Double Parameters for Steepest Descent with Momentum

    Volume 27, Issue 3

    507 -- 547C. C. Alan Fung, Shun-ichi Amari. Spontaneous Motion on Two-Dimensional Continuous Attractors
    548 -- 560Jeff Orchard. Oscillator-Interference Models of Path Integration Do Not Require Theta Oscillations
    561 -- 593Himanshu Akolkar, Cedric Meyer, Xavier Clady, Olivier Marre, Chiara Bartolozzi, Stefano Panzeri, Ryad Benosman. What Can Neuromorphic Event-Driven Precise Timing Add to Spike-Based Pattern Recognition?
    594 -- 614Claudia Lainscsek, Terrence J. Sejnowski. Delay Differential Analysis of Time Series
    615 -- 627Claudia Lainscsek, Manuel E. Hernandez, Howard Poizner, Terrence J. Sejnowski. Delay Differential Analysis of Electroencephalographic Data
    628 -- 671S. Easter Selvan, S. Thomas George, R. Balakrishnan. Range-Based ICA Using a Nonsmooth Quasi-Newton Optimizer for Electroencephalographic Source Localization in Focal Epilepsy
    672 -- 698Rodrigo Echeveste, Claudius Gros. Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity
    699 -- 724Elisa Benedetto, Federico Polito, Laura Sacerdote. On Firing Rate Estimation for Dependent Interspike Intervals
    725 -- 747Juan Pablo Carbajal, Joni Dambre, Michiel Hermans, Benjamin Schrauwen. Memristor Models for Machine Learning
    748 -- 770Yongseok Yoo, Sriram Vishwanath. On Resolving Simultaneous Congruences Using Belief Propagation
    771 -- 799Jonas Peters, Peter Bühlmann. Structural Intervention Distance for Evaluating Causal Graphs

    Volume 27, Issue 2

    255 -- 280Yang Qi, Michael Breakspear, Pulin Gong. Subdiffusive Dynamics of Bump Attractors: Mechanisms and Functional Roles
    281 -- 305Sara Assecondi, Dirk Ostwald, Andrew P. Bagshaw. Reliability of Information-Based Integration of EEG and fMRI Data: A Simulation Study
    306 -- 328Thomas H. B. FitzGerald, Philipp Schwartenbeck, Michael Moutoussis, Raymond J. Dolan, Karl Friston. Active Inference, Evidence Accumulation, and the Urn Task
    329 -- 364Aurélie Garnier, Alexandre Vidal, Clément Huneau, Habib Benali. A Neural Mass Model with Direct and Indirect Excitatory Feedback Loops: Identification of Bifurcations and Temporal Dynamics
    365 -- 387Carlos R. González, Yaser S. Abu-Mostafa. Mismatched Training and Test Distributions Can Outperform Matched Ones
    388 -- 480Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti. Foundations of Support Constraint Machines
    481 -- 505Junsheng Zhao, Haikun Wei, Chi Zhang, Weiling Li, Weili Guo, Kan-Jian Zhang. Natural Gradient Learning Algorithms for RBF Networks

    Volume 27, Issue 12

    2477 -- 2509Romain Veltz, Terrence J. Sejnowski. Periodic Forcing of Inhibition-Stabilized Networks: Nonlinear Resonances and Phase-Amplitude Coupling
    2510 -- 2547Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri. Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States
    2548 -- 2586Brian Gardner, Ioana Sporea, André Grüning. Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks
    2587 -- 2622Willem A. M. Wybo, Daniele Boccalini, Benjamin Torben-Nielsen, Marc-Oliver Gewaltig. A Sparse Reformulation of the Green's Function Formalism Allows Efficient Simulations of Morphological Neuron Models
    2623 -- 2660Tom J. Ameloot, Jan Van den Bussche. Positive Neural Networks in Discrete Time Implement Monotone-Regular Behaviors
    2661 -- 2692Özgür Yilmaz. Symbolic Computation Using Cellular Automata-Based Hyperdimensional Computing

    Volume 27, Issue 11

    2261 -- 2317Xavier Lagorce, Ryad Benosman. STICK: Spike Time Interval Computational Kernel, a Framework for General Purpose Computation Using Neurons, Precise Timing, Delays, and Synchrony
    2318 -- 2353Manisha Bhardwaj, Samuel Carroll, Wei Ji Ma, Kresimir Josic. Visual Decisions in the Presence of Measurement and Stimulus Correlations
    2354 -- 2410William H. Alexander, Joshua W. Brown. Hierarchical Error Representation: A Computational Model of Anterior Cingulate and Dorsolateral Prefrontal Cortex
    2411 -- 2422Charles K. Fisher, Pankaj Mehta. Bayesian Feature Selection with Strongly Regularizing Priors Maps to the Ising Model
    2423 -- 2446Takashi Takenouchi. A Novel Parameter Estimation Method for Boltzmann Machines
    2447 -- 2475Hao Zhang, Yao Ma, Masashi Sugiyama. Bandit-Based Task Assignment for Heterogeneous Crowdsourcing

    Volume 27, Issue 10

    2011 -- 2038John J. Hopfield. Understanding Emergent Dynamics: Using a Collective Activity Coordinate of a Neural Network to Recognize Time-Varying Patterns
    2039 -- 2096Frank-Michael Schleif, Peter Tiño. Indefinite Proximity Learning: A Review
    2097 -- 2106Thomas Schürmann. A Note on Entropy Estimation
    2107 -- 2131Predrag S. Stanimirovic, Ivan S. Zivkovic, Yimin Wei. Recurrent Neural Network Approach Based on the Integral Representation of the Drazin Inverse
    2132 -- 2147Rosa I. Arriaga, David Rutter, Maya Cakmak, Santosh S. Vempala. Visual Categorization with Random Projection
    2148 -- 2182Michael Hopkins, Steve Furber. Accuracy and Efficiency in Fixed-Point Neural ODE Solvers
    2183 -- 2206Balamurugan P., Shirish Krishnaj Shevade, S. Sundararajan. A Simple Label Switching Algorithm for Semisupervised Structural SVMs
    2207 -- 2230Simon Kamronn, Andreas Trier Poulsen, Lars Kai Hansen. Multiview Bayesian Correlated Component Analysis
    2231 -- 2259Saurabh Bhargava, Florian Blättler, Sepp Kollmorgen, Shih-Chii Liu, Richard H. R. Hahnloser. Linear Methods for Efficient and Fast Separation of Two Sources Recorded with a Single Microphone

    Volume 27, Issue 1

    1 -- 31Carlos E. Vargas-Irwin, David M. Brandman, Jonas B. Zimmermann, John P. Donoghue, Michael J. Black. Spike Train SIMilarity Space (SSIMS): A Framework for Single Neuron and Ensemble Data Analysis
    32 -- 41Nicholas J. Hughes, Geoffrey J. Goodhill. Optimizing the Representation of Orientation Preference Maps in Visual Cortex
    42 -- 73Thomas Guthier, Volker Willert, Julian Eggert. Topological Sparse Learning of Dynamic Form Patterns
    74 -- 103Priscilla E. Greenwood, Mark D. McDonnell, Lawrence M. Ward. Dynamics of Gamma Bursts in Local Field Potentials
    104 -- 150Matthew T. Harrison, Asohan Amarasingham, Wilson Truccolo. Spatiotemporal Conditional Inference and Hypothesis Tests for Neural Ensemble Spiking Precision
    151 -- 170C. J. Oates, L. Costa, T. E. Nichols. Toward a Multisubject Analysis of Neural Connectivity
    171 -- 201Luqman R. Bachtiar, Charles P. Unsworth, Richard D. Newcomb. Using Multilayer Perceptron Computation to Discover Ideal Insect Olfactory Receptor Combinations in the Mosquito and Fruit Fly for an Efficient Electronic Nose
    202 -- 210Daniel Berend, Shlomi Dolev, Ariel Hanemann. Graph Degree Sequence Solely Determines the Expected Hopfield Network Pattern Stability
    211 -- 227Tom Brosch, Roger C. Tam. Efficient Training of Convolutional Deep Belief Networks in the Frequency Domain for Application to High-Resolution 2D and 3D Images
    228 -- 254Voot Tangkaratt, Ning Xie, Masashi Sugiyama. Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization
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