Journal: Neural Networks

Volume 22, Issue 9

1201 -- 1202Tadashi Isa, Eberhard E. Fetz, Klaus-Robert Müller. Recent advances in brain-machine interfaces
1203 -- 1213Steven M. Chase, Andrew B. Schwartz, Robert E. Kass. Bias, optimal linear estimation, and the differences between open-loop simulation and closed-loop performance of spiking-based brain-computer interface algorithms
1214 -- 1223Kyuwan Choi, Hideaki Hirose, Yoshio Sakurai, Toshio Iijima, Yasuharu Koike. Prediction of arm trajectory from the neural activities of the primary motor cortex with modular connectionist architecture
1224 -- 1234Aaron J. Suminski, Dennis C. Tkach, Nicholas G. Hatsopoulos. Exploiting multiple sensory modalities in brain-machine interfaces
1235 -- 1246John P. Cunningham, Vikash Gilja, Stephen I. Ryu, Krishna V. Shenoy. Methods for estimating neural firing rates, and their application to brain-machine interfaces
1247 -- 1256Ryohei P. Hasegawa, Yukako T. Hasegawa, Mark A. Segraves. Neural mind reading of multi-dimensional decisions by monkey mid-brain activity
1257 -- 1270Aysegul Gunduz, Justin C. Sanchez, Paul R. Carney, Jose C. Principe. Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features
1271 -- 1277Marcel van Gerven, Ali Bahramisharif, Tom Heskes, Ole Jensen. Selecting features for BCI control based on a covert spatial attention paradigm
1278 -- 1285J. Farquhar. A linear feature space for simultaneous learning of spatio-spectral filters in BCI
1286 -- 1294Ji Won Yoon, Stephen J. Roberts, Matthew Dyson, John Q. Gan. Adaptive classification for Brain Computer Interface systems using Sequential Monte Carlo sampling
1295 -- 1304Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller. Improving BCI performance by task-related trial pruning
1305 -- 1312Siamac Fazli, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller, Cristian Grozea. Subject-independent mental state classification in single trials
1313 -- 1319Carmen Vidaurre, Nicole Krämer, Benjamin Blankertz, Alois Schlögl. Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces
1320 -- 1328Ranganatha Sitaram, Andrea Caria, Niels Birbaumer. Hemodynamic brain-computer interfaces for communication and rehabilitation
1329 -- 1333Andrea Finke, Alexander Lenhardt, Helge Ritter. The MindGame: A P300-based brain-computer interface game
1334 -- 1339Charles S. DaSalla, Hiroyuki Kambara, Makoto Sato, Yasuharu Koike. Single-trial classification of vowel speech imagery using common spatial patterns
1340 -- 1351Dong Song, Rosa H. M. Chan, Vasilis Z. Marmarelis, Robert E. Hampson, Sam A. Deadwyler, Theodore W. Berger. Nonlinear modeling of neural population dynamics for hippocampal prostheses
1352 -- 1357Pim Haselager, Rutger Vlek, Jeremy Hill, Femke Nijboer. A note on ethical aspects of BCI

Volume 22, Issue 8

1037 -- 1038Vassilis Cutsuridis, Thomas Wennekers, Bruce P. Graham, Imre Vida, John G. Taylor. Microcircuits - Their structure, dynamics and role for brain function
1039 -- 1054Paul H. E. Tiesinga, Calin I. Buia. Spatial attention in area V4 is mediated by circuits in primary visual cortex
1055 -- 1070Sven Schrader, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner. Cortext: A columnar model of bottom-up and top-down processing in the neocortex
1071 -- 1078Tom Binzegger, Rodney J. Douglas, K. A. C. Martin. Topology and dynamics of the canonical circuit of cat V1
1079 -- 1092Andrew Symes, Thomas Wennekers. Spatiotemporal dynamics in the cortical microcircuit: A modelling study of primary visual cortex layer 2/3
1093 -- 1104Karl J. Friston, Stefan Kiebel. Cortical circuits for perceptual inference
1105 -- 1112Reinoud Maex, Volker Steuber. The first second: Models of short-term memory traces in the brain
1113 -- 1119Norbert Hájos, Ole Paulsen. Network mechanisms of gamma oscillations in the CA3 region of the hippocampus
1120 -- 1128Vassilis Cutsuridis, Thomas Wennekers. Hippocampus, microcircuits and associative memory
1129 -- 1138Michael E. Hasselmo, Mark P. Brandon, Motoharu Yoshida, Lisa M. Giocomo, James G. Heys, Erik Fransén, Ehren L. Newman, Eric A. Zilli. A phase code for memory could arise from circuit mechanisms in entorhinal cortex
1139 -- 1158Fleur Zeldenrust, Wytse J. Wadman. Two forms of feedback inhibition determine the dynamical state of a small hippocampal network
1159 -- 1168Rembrandt Bakker, Dirk Schubert, Koen Levels, Gleb Bezgin, Ingo Bojak, Rolf Kötter. Classification of cortical microcircuits based on micro-electrode-array data from slices of rat barrel cortex
1169 -- 1173Christiane Linster, Thomas A. Cleland. Glomerular microcircuits in the olfactory bulb
1174 -- 1188Mark D. Humphries, Ric Wood, Kevin N. Gurney. Dopamine-modulated dynamic cell assemblies generated by the GABAergic striatal microcircuit
1189 -- 1200Daniel Durstewitz. Implications of synaptic biophysics for recurrent network dynamics and active memory

Volume 22, Issue 7

861 -- 863Ganesh K. Venayagamoorthy, Bashyal Shishir. Effects of spectral radius and settling time in the performance of echo state networks
864 -- 868Zexu Zhang, Shaoshuai Mou, James Lam, Huijun Gao. New passivity criteria for neural networks with time-varying delay
869 -- 874He Huang, Gang Feng. Synchronization of nonidentical chaotic neural networks with time delays
875 -- 889Anthony Morse, Malin Aktius. Dynamic liquid association: Complex learning without implausible guidance
890 -- 900David Chik, Roman Borisyuk, Yakov B. Kazanovich. Selective attention model with spiking elements
901 -- 912Jean-Philippe Thivierge. How does non-random spontaneous activity contribute to brain development?
913 -- 921Juan Huo, Alan F. Murray. The adaptation of visual and auditory integration in the barn owl superior colliculus with Spike Timing Dependent Plasticity
922 -- 930Yukihiro Tsuboshita, Hiroshi Okamoto. Graded information extraction by neural-network dynamics with multihysteretic neurons
931 -- 937Jiafu Wang, Lihong Huang, Zhenyuan Guo. Global asymptotic stability of neural networks with discontinuous activations
938 -- 948Erhan Oztop. Sign-representation of Boolean functions using a small number of monomials
949 -- 957Meiqin Liu. Optimal exponential synchronization of general chaotic delayed neural networks: An LMI approach
958 -- 969Vladimir Cherkassky, Yunqian Ma. Another look at statistical learning theory and regularization
970 -- 976Xinsong Yang, Xiangzhao Cui, Yao Long. Existence and global exponential stability of periodic solution of a cellular neural networks difference equation with delays and impulses
977 -- 987Zenglin Xu, Kaizhu Huang, Jianke Zhu, Irwin King, Michael R. Lyu. A novel kernel-based maximum a posteriori classification method
988 -- 997Jian-Hua Zhao, Philip L. H. Yu. A note on variational Bayesian factor analysis
998 -- 1010Shin-ichi Maeda, Shin Ishii. Learning a multi-dimensional companding function for lossy source coding
1011 -- 1017Raghavendra V. Kulkarni, Ganesh K. Venayagamoorthy. Generalized neuron: Feedforward and recurrent architectures
1018 -- 1024Hojjat Adeli, Ashif Panakkat. A probabilistic neural network for earthquake magnitude prediction
1025 -- 1034Atsunori Kanemura, Shin-ichi Maeda, Shin Ishii. Superresolution with compound Markov random fields via the variational EM algorithm
1035 -- 1036Marco Gori. Semantic-based regularization and Piaget s cognitive stages

Volume 22, Issue 5-6

489 -- 490Robert Kozma, Steven L. Bressler, Leonid I. Perlovsky, Ganesh K. Venayagamoorthy. Advances in neural networks research: An introduction
491 -- 501Walter J. Freeman. Vortices in brain activity: Their mechanism and significance for perception
502 -- 508Nicholas R. Wilson, Ron Sun, Robert C. Mathews. A motivationally-based simulation of performance degradation under pressure
509 -- 517Michail Maniadakis, Panos E. Trahanias, Jun Tani. Explorations on artificial time perception
518 -- 526Leonid I. Perlovsky. Language and emotions: Emotional Sapir-Whorf hypothesis
527 -- 535Shigeru Kubota, Jonathan Rubin, Tatsuo Kitajima. Modulation of LTP/LTD balance in STDP by an activity-dependent feedback mechanism
536 -- 543Zsófia Huhn, Zoltán Somogyvári, Tamás Kiss, Péter Érdi. Distance coding strategies based on the entorhinal grid cell system
544 -- 557Vladimir Vapnik, Akshay Vashist. A new learning paradigm: Learning using privileged information
558 -- 567Takuya Kitamura, Syogo Takeuchi, Shigeo Abe, Kazuhiro Fukui. Subspace-based support vector machines for pattern classification
568 -- 578Sylvain Chartier, Gyslain Giguère, Dominic Langlois. A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties
579 -- 585José F. Fontanari, Vadim Tikhanoff, Angelo Cangelosi, Roman Ilin, Leonid I. Perlovsky. Cross-situational learning of object-word mapping using Neural Modeling Fields
586 -- 592Sohrab Saeb, Cornelius Weber, Jochen Triesch. Goal-directed learning of features and forward models
593 -- 602Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin. Time series modeling by a regression approach based on a latent process
603 -- 613Antonino Freno, Edmondo Trentin, Marco Gori. A hybrid random field model for scalable statistical learning
614 -- 622Alan J. Barton, Julio J. Valdés, Robert Orchard. Neural networks with multiple general neuron models: A hybrid computational intelligence approach using Genetic Programming
623 -- 632Stefan Schliebs, Michael Defoin-Platel, Susan P. Worner, Nikola K. Kasabov. Integrated feature and parameter optimization for an evolving spiking neural network: Exploring heterogeneous probabilistic models
633 -- 641Hamid Izadinia, Fereshteh Sadeghi, Mohammad Mehdi Ebadzadeh. A novel multi-epitopic immune network model hybridized with neural theory and fuzzy concept
642 -- 650Gyeongyong Heo, Paul D. Gader, Hichem Frigui. RKF-PCA: Robust kernel fuzzy PCA
651 -- 657Zhigang Zeng, Jun Wang. Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates
658 -- 663Anke Meyer-Bäse, Ali J. Koshkouei, Mark R. Emmett, David P. Goodall. Global stability analysis and robust design of multi-time-scale biological networks under parametric uncertainties
664 -- 673Hiroyuki Torikai, Toru Nishigami. An artificial chaotic spiking neuron inspired by spiral ganglion cell: Paralleled spike encoding, theoretical analysis, and electronic circuit implementation
674 -- 686Laxmi R. Iyer, Simona Doboli, Ali A. Minai, Vincent R. Brown, Daniel S. Levine, Paul B. Paulus. Neural dynamics of idea generation and the effects of priming
687 -- 696Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter. Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps
697 -- 706Ashok Patel, Bart Kosko. Error-probability noise benefits in threshold neural signal detection
707 -- 719Roman Borisyuk, Yakov B. Kazanovich, David Chik, Vadim Tikhanoff, Angelo Cangelosi. A neural model of selective attention and object segmentation in the visual scene: An approach based on partial synchronization and star-like architecture of connections
720 -- 727Zhisong Wang, Nikos K. Logothetis, Hualou Liang. Extraction of percept-related induced local field potential during spontaneously reversing perception
728 -- 737Fabricio A. Breve, Liang Zhao, Marcos G. Quiles, Elbert E. N. Macau. Chaotic phase synchronization and desynchronization in an oscillator network for object selection
738 -- 747András Lörincz, Gábor Szirtes. Here and now: How time segments may become events in the hippocampus
748 -- 756Kevin Bailly, Maurice Milgram. Boosting feature selection for Neural Network based regression
757 -- 765Daniel Bullock, Can Ozan Tan, Yohan J. John. Computational perspectives on forebrain microcircuits implicated in reinforcement learning, action selection, and cognitive control
766 -- 773Lichen Liang, Feng Cai, Vladimir Cherkassky. Predictive learning with structured (grouped) data
774 -- 780Rui Xu, Jie Xu, Donald C. Wunsch II. MicroRNA expression profile based cancer classification using Default ARTMAP
781 -- 790Yiwen Wang 0002, Jose C. Principe, Justin C. Sanchez. Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces
791 -- 800Jayram Moorkanikara Nageswaran, Nikil D. Dutt, Jeffrey L. Krichmar, Alex Nicolau, Alexander V. Veidenbaum. A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors
801 -- 811Paolo Arena, Sebastiano De Fiore, Luca Patané. Cellular Nonlinear Networks for the emergence of perceptual states: Application to robot navigation control
812 -- 821Fabio Ruini, Angelo Cangelosi. Extending the Evolutionary Robotics approach to flying machines: An application to MAV teams
822 -- 832George G. Lendaris. Adaptive dynamic programming approach to experience-based systems identification and control
833 -- 841Cameron Johnson, Ganesh K. Venayagamoorthy, Pinaki Mitra. Comparison of a spiking neural network and an MLP for robust identification of generator dynamics in a multimachine power system
842 -- 850Seung-Mook Baek, Jung-Wook Park. RMP model based optimization of power system stabilizers in multi-machine power system
851 -- 860Travis Dierks, Balaje T. Thumati, Sarangapani Jagannathan. Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence

Volume 22, Issue 4

329 -- 334Xiaoyang Liu, Jinde Cao. On periodic solutions of neural networks via differential inclusions
335 -- 342Jinde Cao, Lulu Li. Cluster synchronization in an array of hybrid coupled neural networks with delay
343 -- 347Baozhu Du, James Lam. Stability analysis of static recurrent neural networks using delay-partitioning and projection
348 -- 361Hiroyuki Kambara, Kyoungsik Kim, Duk Shin, Makoto Sato, Yasuharu Koike. Learning and generation of goal-directed arm reaching from scratch
362 -- 372Hiroaki Sasaki, Shunji Satoh. Super resolution: Another computational role of short-range horizontal connection in the primary visual cortex
373 -- 384J. J. Wright. Generation and control of cortical gamma: findings from simulation at two scales
385 -- 394Yu Nishiyama, Sumio Watanabe. Accuracy of Loopy belief propagation in Gaussian models
395 -- 404George S. Eskander, Amir F. Atiya. Symbolic function network
405 -- 414Richi Nayak. Generating rules with predicates, terms and variables from the pruned neural networks
415 -- 424Dieter Müller. Self organized mapping of data clusters to neuron groups
425 -- 449Ivan Tyukin, Tatiana Tyukina, Cees van Leeuwen. Invariant template matching in systems with spatiotemporal coding: A matter of instability
450 -- 462Hugo Alonso, Teresa F. Mendonça, Paula Rocha. Hopfield neural networks for on-line parameter estimation
463 -- 478Tetsuo Furukawa. SOM of SOMs
479 -- 487J. Manuel Cano Izquierdo, Miguel Almonacid, Miguel Pinzolas, Julio Ibarrola. dFasArt: Dynamic neural processing in FasArt model

Volume 22, Issue 3

197 -- 199Robert Kozma, Daniel S. Levine, Leonid I. Perlovsky. Introduction to the special issue on goal-directed neural systems
200 -- 212Paul J. Werbos. Intelligence in the brain: A theory of how it works and how to build it
213 -- 219Peter Dayan. Goal-directed control and its antipodes
220 -- 228Jun Zhang. Adaptive learning via selectionism and Bayesianism, Part I: Connection between the two
229 -- 236Jun Zhang. Adaptive learning via selectionism and Bayesianism, Part II: The sequential case
237 -- 246Draguna Vrabie, Frank L. Lewis. Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems
247 -- 257Leonid I. Perlovsky. Language and cognition
258 -- 266Ronnie Ward, Robert Ward. Representation in dynamical agents
267 -- 276Jaerock Kwon, Yoonsuck Choe. Facilitating neural dynamics for delay compensation: A road to predictive neural dynamics?
277 -- 285Robert Kozma, Walter J. Freeman. The KIV model of intentional dynamics and decision making
286 -- 293Daniel S. Levine. Brain pathways for cognitive-emotional decision making in the human animal
294 -- 304Soyoun Kim, Jaewon Hwang, Hyojung Seo, Daeyeol Lee. Valuation of uncertain and delayed rewards in primate prefrontal cortex
305 -- 315Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, Jose C. Principe. Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants
316 -- 325Nathan Brannon, John Seiffertt, Timothy Draelos, D. C. Wunsch II. Coordinated machine learning and decision support for situation awareness
326 -- 337Nate Kohl, Risto Miikkulainen. Evolving neural networks for strategic decision-making problems

Volume 22, Issue 2

111 -- 115Stefan Wermter, M. Page, Michael Knowles, Vittorio Gallese, Friedemann Pulvermüller, J. Taylor. Multimodal communication in animals, humans and robots: An introduction to perspectives in brain-inspired informatics
116 -- 125Arnaud Revel, Pierre Andry. Emergence of structured interactions: From a theoretical model to pragmatic robotics
126 -- 133Frédéric Alexandre. Cortical basis of communication: Local computation, coordination, attention
134 -- 143Heiner Markert, Ulrich Kaufmann, Zöhre Kara Kayikci, Günther Palm. Neural associative memories for the integration of language, vision and action in an autonomous agent
144 -- 154Alex Pitti, Hassan Alirezaei, Yasuo Kuniyoshi. Cross-modal and scale-free action representations through enaction
155 -- 160Nicolas P. Rougier. Implicit and explicit representations
161 -- 172Friedemann Pulvermüller, Andreas Knoblauch. Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain?
173 -- 189John C. Murray, Harry R. Erwin, Stefan Wermter. Robotic sound-source localisation architecture using cross-correlation and recurrent neural networks
190 -- 196Juan Carlos Gomez. Embodying meaning: Insights from primates, autism, and Brentano

Volume 22, Issue 10

1359 -- 1371Miklós Antal, László Balogh. Modeling belief systems with scale-free networks
1372 -- 1382Bertrand Fontaine, Herbert Peremans. Bat echolocation processing using first-spike latency coding
1383 -- 1398N. Andrew Browning, Stephen Grossberg, Ennio Mingolla. Cortical dynamics of navigation and steering in natural scenes: Motion-based object segmentation, heading, and obstacle avoidance
1399 -- 1410Hirotaka Hachiya, Takayuki Akiyama, Masashi Sugiyama, Jan Peters. Adaptive importance sampling for value function approximation in off-policy reinforcement learning
1411 -- 1418Eva Kaslik, Stefan Balint. Complex and chaotic dynamics in a discrete-time-delayed Hopfield neural network with ring architecture
1419 -- 1431Samanwoy Ghosh-Dastidar, Hojjat Adeli. A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection
1432 -- 1447Ezequiel López-Rubio. Multivariate Student-t self-organizing maps
1448 -- 1462Serkan Kiranyaz, Ince Turker, E. Alper Yildirim, Moncef Gabbouj. Evolutionary artificial neural networks by multi-dimensional particle swarm optimization
1463 -- 1470Youshen Xia, Changyin Sun. A novel neural dynamical approach to convex quadratic program and its efficient applications
1471 -- 1483Haiquan Zhao, Jiashu Zhang. A novel nonlinear adaptive filter using a pipelined second-order Volterra recurrent neural network
1484 -- 1497Pawel Wawrzynski. Real-time reinforcement learning by sequential Actor-Critics and experience replay

Volume 22, Issue 1

1 -- 0Kenji Doya, Stephen Grossberg, John G. Taylor. New action editors join the journal! Five exciting special issues in the works!
15 -- 29Ron Sun, Xi Zhang, Robert Mathews. Capturing human data in a letter counting task: Accessibility and action-centeredness in representing cognitive skills
30 -- 40Suojun Lu, Jian-An Fang, Aike Guo, Yueqing Peng. Impact of network topology on decision-making
41 -- 48Zidong Wang, Yurong Liu, Xiaohui Liu. State estimation for jumping recurrent neural networks with discrete and distributed delays
49 -- 57James D. B. Nelson, Robert I. Damper, Steve R. Gunn, Baofeng Guo. A signal theory approach to support vector classification: The sinc kernel
58 -- 66Chuangyin Dang, Wei Ma, Jiye Liang. A deterministic annealing algorithm for approximating a solution of the min-bisection problem
67 -- 74Yurong Liu, Zidong Wang, Xiaohui Liu. Asymptotic stability for neural networks with mixed time-delays: The discrete-time case
75 -- 81Michael Green, Ulf Ekelund, Lars Edenbrandt, Jonas Björk, Jakob Lundager Forberg, Mattias Ohlsson. Exploring new possibilities for case-based explanation of artificial neural network ensembles
82 -- 90Kazuhiro Tokunaga, Tetsuo Furukawa. Modular network SOM
91 -- 99Ming-Jung Seow, Vijayan K. Asari. Towards representation of a perceptual color manifold using associative memory for color constancy
100 -- 109Ashish Ghosh, B. Uma Shankar, Saroj K. Meher. A novel approach to neuro-fuzzy classification