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ORCIDNeural Computation, Volume 27
Volume 27, Number 1, January 2015
- Carlos 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. 1-31
- Nicholas J. Hughes, Geoffrey J. Goodhill:
Optimizing the Representation of Orientation Preference Maps in Visual Cortex. 32-41
- Thomas Guthier, Volker Willert, Julian Eggert:
Topological Sparse Learning of Dynamic Form Patterns. 42-73 - Priscilla E. Greenwood, Mark D. McDonnell, Lawrence M. Ward:
Dynamics of Gamma Bursts in Local Field Potentials. 74-103 - Matthew T. Harrison, Asohan Amarasingham, Wilson Truccolo:
Spatiotemporal Conditional Inference and Hypothesis Tests for Neural Ensemble Spiking Precision. 104-150 - Chris J. Oates, Lilia Carneiro da Costa, Tom E. Nichols:
Toward a Multisubject Analysis of Neural Connectivity. 151-170 - Luqman 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. 171-201 - Daniel Berend, Shlomi Dolev, Ariel Hanemann:
Graph Degree Sequence Solely Determines the Expected Hopfield Network Pattern Stability. 202-210 - Tom Brosch, Roger C. Tam:
Efficient Training of Convolutional Deep Belief Networks in the Frequency Domain for Application to High-Resolution 2D and 3D Images. 211-227 - Voot Tangkaratt, Ning Xie, Masashi Sugiyama:
Conditional Density Estimation with Dimensionality Reduction via Squared-Loss Conditional Entropy Minimization. 228-254
Volume 27, Number 2, February 2015
- Yang Qi, Michael Breakspear, Pulin Gong:
Subdiffusive Dynamics of Bump Attractors: Mechanisms and Functional Roles. 255-280 - Sara Assecondi, Dirk Ostwald, Andrew P. Bagshaw:
Reliability of Information-Based Integration of EEG and fMRI Data: A Simulation Study. 281-305 - Thomas H. B. FitzGerald, Philipp Schwartenbeck, Michael Moutoussis, Raymond J. Dolan, Karl J. Friston:
Active Inference, Evidence Accumulation, and the Urn Task. 306-328 - Aurélie Garnier, Alexandre Vidal, Clément Huneau, Habib Benali:
A Neural Mass Model with Direct and Indirect Excitatory Feedback Loops: Identification of Bifurcations and Temporal Dynamics. 329-364 - Carlos R. González, Yaser S. Abu-Mostafa:
Mismatched Training and Test Distributions Can Outperform Matched Ones. 365-387 - Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti:
Foundations of Support Constraint Machines. 388-480 - Junsheng Zhao, Haikun Wei, Chi Zhang, Weiling Li, Weili Guo, Kan-Jian Zhang:
Natural Gradient Learning Algorithms for RBF Networks. 481-505
Volume 27, Number 3, March 2015
- C. C. Alan Fung, Shun-ichi Amari:
Spontaneous Motion on Two-Dimensional Continuous Attractors. 507-547
- Jeff Orchard:
Oscillator-Interference Models of Path Integration Do Not Require Theta Oscillations. 548-560 - Himanshu 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? 561-593 - Claudia Lainscsek, Terrence J. Sejnowski:
Delay Differential Analysis of Time Series. 594-614 - Claudia Lainscsek, Manuel E. Hernandez, Howard Poizner, Terrence J. Sejnowski:
Delay Differential Analysis of Electroencephalographic Data. 615-627 - S. Easter Selvan, S. Thomas George, R. Balakrishnan:
Range-Based ICA Using a Nonsmooth Quasi-Newton Optimizer for Electroencephalographic Source Localization in Focal Epilepsy. 628-671 - Rodrigo Echeveste, Claudius Gros:
Two-Trace Model for Spike-Timing-Dependent Synaptic Plasticity. 672-698 - Elisa Benedetto, Federico Polito, Laura Sacerdote:
On Firing Rate Estimation for Dependent Interspike Intervals. 699-724 - Juan Pablo Carbajal, Joni Dambre, Michiel Hermans, Benjamin Schrauwen:
Memristor Models for Machine Learning. 725-747 - Yongseok Yoo, Sriram Vishwanath:
On Resolving Simultaneous Congruences Using Belief Propagation. 748-770 - Jonas Peters, Peter Bühlmann:
Structural Intervention Distance for Evaluating Causal Graphs. 771-799
Volume 27, Number 4, April 2015
- Cian O'Donnell, Mark C. W. van Rossum:
Spontaneous Action Potentials and Neural Coding in Unmyelinated Axons. 801-818 - Takuya Isomura, Yutaro Ogawa, Kiyoshi Kotani, Yasuhiko Jimbo:
Accurate Connection Strength Estimation Based on Variational Bayes for Detecting Synaptic Plasticity. 819-844
- Shaista Hussain, Shih-Chii Liu, Arindam Basu:
Hardware-Amenable Structural Learning for Spike-Based Pattern Classification Using a Simple Model of Active Dendrites. 845-897 - Samuel 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. 898-924 - Zhenjiang Ni, Sio-Hoi Ieng, Christoph Posch, Stéphane Régnier, Ryad Benosman:
Visual Tracking Using Neuromorphic Asynchronous Event-Based Cameras. 925-953 - Fengzhen Tang, Peter Tiño, Pedro Antonio Gutiérrez, Huanhuan Chen:
The Benefits of Modeling Slack Variables in SVMs. 954-981 - Naimin Zhang:
A Study on the Optimal Double Parameters for Steepest Descent with Momentum. 982-1004
Volume 27, Number 5, May 2015
- Tomas Fernandes, Christoph von der Malsburg:
Self-Organization of Control Circuits for Invariant Fiber Projections. 1005-1032
- Valérie Ventura, Sonia Todorova:
A Computationally Efficient Method for Incorporating Spike Waveform Information into Decoding Algorithms. 1033-1050 - Lubomir Kostal, Petr Lánský:
Coding Accuracy Is Not Fully Determined by the Neuronal Model. 1051-1057 - Zhe Li, Ning Qian:
Solving Stereo Transparency with an Extended Coarse-to-Fine Disparity Energy Model. 1058-1082 - Ken-ichiro Soma, Ryota Mori, Ryuichi Sato, Noriyuki Furumai, Shigetoshi Nara:
Simultaneous Multichannel Signal Transfers via Chaos in a Recurrent Neural Network. 1083-1101 - Norbert Michael Mayer:
Input-Anticipating Critical Reservoirs Show Power Law Forgetting of Unexpected Input Events. 1102-1119 - Tohru Nitta:
Learning Dynamics of a Single Polar Variable Complex-Valued Neuron. 1120-1141 - Enric Celaya, Alejandro Agostini:
Online EM with Weight-Based Forgetting. 1142-1157
Volume 27, Number 6, June 2015
- Hazem Toutounji, Johannes Schumacher, Gordon Pipa:
Homeostatic Plasticity for Single Node Delay-Coupled Reservoir Computing. 1159-1185 - Bryan P. Tripp:
Surrogate Population Models for Large-Scale Neural Simulations. 1186-1222
- Osamu Hoshino:
Regulation of Local Ambient GABA Levels via Transporter-Mediated GABA Import and Export for Subliminal Learning. 1223-1251 - Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti:
Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping. 1252-1293 - Shao-Gao Lv:
Refined Generalization Bounds of Gradient Learning over Reproducing Kernel Hilbert Spaces. 1294-1320 - Thomas Flynn:
Timescale Separation in Recurrent Neural Networks. 1321-1344 - Ji Zhao, Deyu Meng:
FastMMD: Ensemble of Circular Discrepancy for Efficient Two-Sample Test. 1345-1372
Volume 27, Number 7, July 2015
- Junichiro Hirayama, Takeshi Ogawa, Aapo Hyvärinen:
Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis. 1373-1404 - Sebastian Blaes, Thomas Burwick:
Attentional Bias Through Oscillatory Coherence Between Excitatory Activity and Inhibitory Minima. 1405-1437
- Xinyi 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. 1438-1460 - Cengiz Pehlevan, Tao Hu, Dmitri B. Chklovskii:
A Hebbian/Anti-Hebbian Neural Network for Linear Subspace Learning: A Derivation from Multidimensional Scaling of Streaming Data. 1461-1495 - Thusitha N. Chandrapala, Bertram E. Shi:
Learning Slowness in a Sparse Model of Invariant Feature Detection. 1496-1529 - Shinsuke Koyama:
On the Spike Train Variability Characterized by Variance-to-Mean Power Relationship. 1530-1548 - Wojciech Rejchel, Hong Li, Chuanbao Ren, Luoqing Li:
Comments and Correction on "U-Processes and Preference Learning" (Neural Computation Vol. 26, pp. 2896-2924, 2014). 1549-1553
Volume 27, Number 8, August 2015
- Johannes 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. 1555-1608
- Wanjie Wang, Shreejoy J. Tripathy, Krishnan Padmanabhan, Nathaniel N. Urban, Robert E. Kass:
An Empirical Model for Reliable Spiking Activity. 1609-1623 - Tiziano 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. 1624-1672 - Dalius Krunglevicius:
Competitive STDP Learning of Overlapping Spatial Patterns. 1673-1685 - Felix Leibfried, Daniel A. Braun:
A Reward-Maximizing Spiking Neuron as a Bounded Rational Decision Maker. 1686-1720 - Yoshiaki Taniai, Jun Nishii:
Optimality of Upper-Arm Reaching Trajectories Based on the Expected Value of the Metabolic Energy Cost. 1721-1737 - Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin:
Active Learning Using Hint Information. 1738-1765 - Chien-Chih Wang, Chun-Heng Huang, Chih-Jen Lin:
Subsampled Hessian Newton Methods for Supervised Learning. 1766-1795 - Can Eren Sezener, Erhan Öztop:
Minimal Sign Representation of Boolean Functions: Algorithms and Exact Results for Low Dimensions. 1796-1823
Volume 27, Number 9, September 2015
- Karthik Lakshmanan, Patrick T. Sadtler, Elizabeth C. Tyler-Kabara, Aaron P. Batista, Byron M. Yu:
Extracting Low-Dimensional Latent Structure from Time Series in the Presence of Delays. 1825-1856
- Chee-Ming Ting, Abd-Krim Seghouane, Muhammad Usman Khalid, Sh-Hussain Salleh:
Is First-Order Vector Autoregressive Model Optimal for fMRI Data? 1857-1871
- Dorian Florescu, Daniel Coca:
A Novel Reconstruction Framework for Time-Encoded Signals with Integrate-and-Fire Neurons. 1872-1898 - Marthinus Christoffel du Plessis, Hiroaki Shiino, Masashi Sugiyama:
Online Direct Density-Ratio Estimation Applied to Inlier-Based Outlier Detection. 1899-1914 - Hongyang Zhang, Zhouchen Lin, Chao Zhang, Junbin Gao:
Relations Among Some Low-Rank Subspace Recovery Models. 1915-1950 - Zhenni Li, Shuxue Ding, Yujie Li:
A Fast Algorithm for Learning Overcomplete Dictionary for Sparse Representation Based on Proximal Operators. 1951-1982 - Antonio Soriano, Luis Vergara, Ahmed Bouziane, Addisson Salazar:
Fusion of Scores in a Detection Context Based on Alpha Integration. 1983-2010
Volume 27, Number 10, October 2015
- John J. Hopfield:
Understanding Emergent Dynamics: Using a Collective Activity Coordinate of a Neural Network to Recognize Time-Varying Patterns. 2011-2038
- Frank-Michael Schleif, Peter Tiño:
Indefinite Proximity Learning: A Review. 2039-2096
- Thomas Schürmann:
A Note on Entropy Estimation. 2097-2106
- Predrag S. Stanimirovic, Ivan S. Zivkovic, Yimin Wei:
Recurrent Neural Network Approach Based on the Integral Representation of the Drazin Inverse. 2107-2131 - Rosa I. Arriaga, David Rutter, Maya Cakmak, Santosh S. Vempala:
Visual Categorization with Random Projection. 2132-2147 - Michael Hopkins, Steve B. Furber:
Accuracy and Efficiency in Fixed-Point Neural ODE Solvers. 2148-2182 - P. Balamurugan, Shirish K. Shevade, S. Sundararajan:
A Simple Label Switching Algorithm for Semisupervised Structural SVMs. 2183-2206 - Simon Kamronn, Andreas Trier Poulsen, Lars Kai Hansen:
Multiview Bayesian Correlated Component Analysis. 2207-2230 - Saurabh 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. 2231-2259
Volume 27, Number 11, November 2015
- Xavier Lagorce, Ryad Benosman:
STICK: Spike Time Interval Computational Kernel, a Framework for General Purpose Computation Using Neurons, Precise Timing, Delays, and Synchrony. 2261-2317
- Manisha Bhardwaj, Samuel Carroll, Wei Ji Ma, Kresimir Josic:
Visual Decisions in the Presence of Measurement and Stimulus Correlations. 2318-2353 - William H. Alexander, Joshua W. Brown:
Hierarchical Error Representation: A Computational Model of Anterior Cingulate and Dorsolateral Prefrontal Cortex. 2354-2410 - Charles K. Fisher, Pankaj Mehta:
Bayesian Feature Selection with Strongly Regularizing Priors Maps to the Ising Model. 2411-2422 - Takashi Takenouchi:
A Novel Parameter Estimation Method for Boltzmann Machines. 2423-2446 - Hao Zhang, Yao Ma, Masashi Sugiyama:
Bandit-Based Task Assignment for Heterogeneous Crowdsourcing. 2447-2475
Volume 27, Number 12, December 2015
- Romain Veltz, Terrence J. Sejnowski:
Periodic Forcing of Inhibition-Stabilized Networks: Nonlinear Resonances and Phase-Amplitude Coupling. 2477-2509
- Hesham Mostafa, Lorenz K. Müller, Giacomo Indiveri:
Rhythmic Inhibition Allows Neural Networks to Search for Maximally Consistent States. 2510-2547 - Brian Gardner, Ioana Sporea, André Grüning:
Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks. 2548-2586 - Willem 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. 2587-2622 - Tom J. Ameloot, Jan Van den Bussche:
Positive Neural Networks in Discrete Time Implement Monotone-Regular Behaviors. 2623-2660 - Özgür Yilmaz:
Symbolic Computation Using Cellular Automata-Based Hyperdimensional Computing. 2661-2692
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