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Neural Networks, Volume 22
Volume 22, Number 1, January 2009
- Kenji Doya

, Stephen Grossberg, John G. Taylor:
New action editors join the journal! Five exciting special issues in the works! 1 - Ron Sun, Xi Zhang, Robert C. Mathews:

Capturing human data in a letter counting task: Accessibility and action-centeredness in representing cognitive skills. 15-29 - Suojun Lu, Jian-An Fang, Aike Guo, Yueqing Peng:

Impact of network topology on decision-making. 30-40 - Zidong Wang

, Yurong Liu
, Xiaohui Liu:
State estimation for jumping recurrent neural networks with discrete and distributed delays. 41-48 - James D. B. Nelson, Robert I. Damper, Steve R. Gunn, Baofeng Guo:

A signal theory approach to support vector classification: The sinc kernel. 49-57 - Chuangyin Dang

, Wei Ma, Jiye Liang
:
A deterministic annealing algorithm for approximating a solution of the min-bisection problem. 58-66 - Yurong Liu

, Zidong Wang
, Xiaohui Liu:
Asymptotic stability for neural networks with mixed time-delays: The discrete-time case. 67-74 - Michael Green

, Ulf Ekelund, Lars Edenbrandt, Jonas Björk
, Jakob Lundager Forberg, Mattias Ohlsson
:
Exploring new possibilities for case-based explanation of artificial neural network ensembles. 75-81 - Kazuhiro Tokunaga, Tetsuo Furukawa:

Modular network SOM. 82-90 - Ming-Jung Seow, Vijayan K. Asari:

Towards representation of a perceptual color manifold using associative memory for color constancy. 91-99 - Ashish Ghosh

, B. Uma Shankar, Saroj K. Meher
:
A novel approach to neuro-fuzzy classification. 100-109
Volume 22, Number 2, March 2009
- Stefan Wermter, M. Page, Michael Knowles

, Vittorio Gallese
, Friedemann Pulvermüller
, John G. Taylor:
Multimodal communication in animals, humans and robots: An introduction to perspectives in brain-inspired informatics. 111-115 - Arnaud Revel, Pierre Andry:

Emergence of structured interactions: From a theoretical model to pragmatic robotics. 116-125 - Frédéric Alexandre:

Cortical basis of communication: Local computation, coordination, attention. 126-133 - Heiner Markert, Ulrich Kaufmann, Zöhre Kara Kayikci, Günther Palm:

Neural associative memories for the integration of language, vision and action in an autonomous agent. 134-143 - Alex Pitti

, Hassan Alirezaei, Yasuo Kuniyoshi:
Cross-modal and scale-free action representations through enaction. 144-154 - Nicolas P. Rougier

:
Implicit and explicit representations. 155-160 - Friedemann Pulvermüller

, Andreas Knoblauch:
Discrete combinatorial circuits emerging in neural networks: A mechanism for rules of grammar in the human brain? 161-172 - John C. Murray

, Harry R. Erwin, Stefan Wermter:
Robotic sound-source localisation architecture using cross-correlation and recurrent neural networks. 173-189 - Juan Carlos Gomez

:
Embodying meaning: Insights from primates, autism, and Brentano. 190-196
Volume 22, Number 3, April 2009
- Robert Kozma

, Daniel S. Levine
, Leonid I. Perlovsky:
Introduction to the special issue on goal-directed neural systems. 197-199 - Paul J. Werbos

:
Intelligence in the brain: A theory of how it works and how to build it. 200-212 - Peter Dayan

:
Goal-directed control and its antipodes. 213-219 - Jun Zhang:

Adaptive learning via selectionism and Bayesianism, Part I: Connection between the two. 220-228 - Jun Zhang:

Adaptive learning via selectionism and Bayesianism, Part II: The sequential case. 229-236 - Draguna L. Vrabie

, Frank L. Lewis:
Neural network approach to continuous-time direct adaptive optimal control for partially unknown nonlinear systems. 237-246 - Leonid I. Perlovsky:

Language and cognition. 247-257 - Ronnie Ward, Robert Ward:

Representation in dynamical agents. 258-266 - Jaerock Kwon

, Yoonsuck Choe:
Facilitating neural dynamics for delay compensation: A road to predictive neural dynamics? 267-276 - Robert Kozma

, Walter J. Freeman:
The KIV model of intentional dynamics and decision making. 277-285 - Daniel S. Levine

:
Brain pathways for cognitive-emotional decision making in the human animal. 286-293 - Soyoun Kim

, Jaewon Hwang
, Hyojung Seo, Daeyeol Lee
:
Valuation of uncertain and delayed rewards in primate prefrontal cortex. 294-304 - Justin C. Sanchez, Babak Mahmoudi, Jack DiGiovanna, José C. Príncipe:

Exploiting co-adaptation for the design of symbiotic neuroprosthetic assistants. 305-315 - Nathan Brannon, John Seiffertt, Timothy Draelos, Donald C. Wunsch II

:
Coordinated machine learning and decision support for situation awareness. 316-325 - Nate Kohl, Risto Miikkulainen:

Evolving neural networks for strategic decision-making problems. 326-337
Volume 22, Number 4, May 2009
- Xiaoyang Liu

, Jinde Cao:
On periodic solutions of neural networks via differential inclusions. 329-334 - Jinde Cao, Lulu Li:

Cluster synchronization in an array of hybrid coupled neural networks with delay. 335-342 - Baozhu Du, James Lam:

Stability analysis of static recurrent neural networks using delay-partitioning and projection. 343-347
- Hiroyuki Kambara, Kyoungsik Kim, Duk Shin, Makoto Sato, Yasuharu Koike

:
Learning and generation of goal-directed arm reaching from scratch. 348-361
- Hiroaki Sasaki, Shunji Satoh:

Super resolution: Another computational role of short-range horizontal connection in the primary visual cortex. 362-372 - J. J. Wright:

Generation and control of cortical gamma: findings from simulation at two scales. 373-384
- Yu Nishiyama, Sumio Watanabe

:
Accuracy of Loopy belief propagation in Gaussian models. 385-394 - George S. Eskander, Amir F. Atiya

:
Symbolic function network. 395-404 - Richi Nayak

:
Generating rules with predicates, terms and variables from the pruned neural networks. 405-414 - Dieter Müller:

Self organized mapping of data clusters to neuron groups. 415-424 - Ivan Tyukin

, Tatiana Tyukina
, Cees van Leeuwen
:
Invariant template matching in systems with spatiotemporal coding: A matter of instability. 425-449 - Hugo Alonso

, Teresa Mendonça
, Paula Rocha
:
Hopfield neural networks for on-line parameter estimation. 450-462
- Tetsuo Furukawa:

SOM of SOMs. 463-478 - J. Manuel Cano Izquierdo

, Miguel Almonacid
, Miguel Pinzolas, Julio Ibarrola
:
dFasArt: Dynamic neural processing in FasArt model. 479-487
Volume 22, Numbers 5-6, July - August 2009
- Robert Kozma

, Steven L. Bressler, Leonid I. Perlovsky, Ganesh K. Venayagamoorthy
:
Advances in neural networks research: An introduction. 489-490
- Walter J. Freeman:

Vortices in brain activity: Their mechanism and significance for perception. 491-501 - Nicholas R. Wilson, Ron Sun, Robert C. Mathews:

A motivationally-based simulation of performance degradation under pressure. 502-508 - Michail Maniadakis

, Panos E. Trahanias, Jun Tani:
Explorations on artificial time perception. 509-517 - Leonid I. Perlovsky:

Language and emotions: Emotional Sapir-Whorf hypothesis. 518-526 - Shigeru Kubota, Jonathan E. Rubin

, Tatsuo Kitajima:
Modulation of LTP/LTD balance in STDP by an activity-dependent feedback mechanism. 527-535 - Zsófia Huhn, Zoltán Somogyvári

, Tamás Kiss
, Péter Érdi:
Distance coding strategies based on the entorhinal grid cell system. 536-543
- Vladimir Vapnik, Akshay Vashist:

A new learning paradigm: Learning using privileged information. 544-557 - Takuya Kitamura, Syogo Takeuchi, Shigeo Abe

, Kazuhiro Fukui:
Subspace-based support vector machines for pattern classification. 558-567 - Sylvain Chartier

, Gyslain Giguère, Dominic Langlois:
A new bidirectional heteroassociative memory encompassing correlational, competitive and topological properties. 568-578 - José Fernando Fontanari

, Vadim Tikhanoff
, Angelo Cangelosi
, Roman Ilin, Leonid I. Perlovsky:
Cross-situational learning of object-word mapping using Neural Modeling Fields. 579-585 - Sohrab Saeb, Cornelius Weber, Jochen Triesch:

Goal-directed learning of features and forward models. 586-592 - Faicel Chamroukhi

, Allou Samé, Gérard Govaert, Patrice Aknin
:
Time series modeling by a regression approach based on a latent process. 593-602
- Antonino Freno, Edmondo Trentin, Marco Gori:

A hybrid random field model for scalable statistical learning. 603-613 - Alan J. Barton, Julio J. Valdés, Robert Orchard:

Neural networks with multiple general neuron models: A hybrid computational intelligence approach using Genetic Programming. 614-622 - Stefan 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. 623-632 - Hamid Izadinia, Fereshteh Sadeghi, Mohammad Mehdi Ebadzadeh

:
A novel multi-epitopic immune network model hybridized with neural theory and fuzzy concept. 633-641 - Gyeongyong Heo, Paul D. Gader, Hichem Frigui:

RKF-PCA: Robust kernel fuzzy PCA. 642-650
- Zhigang Zeng

, Jun Wang
:
Associative memories based on continuous-time cellular neural networks designed using space-invariant cloning templates. 651-657 - Anke 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. 658-663 - Hiroyuki Torikai, Toru Nishigami:

An artificial chaotic spiking neuron inspired by spiral ganglion cell: Paralleled spike encoding, theoretical analysis, and electronic circuit implementation. 664-673 - Laxmi 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. 674-686 - Utku Salihoglu, Hugues Bersini, Yoko Yamaguchi, Colin Molter:

Online unsupervised formation of cell assemblies for the encoding of multiple cognitive maps. 687-696 - Ashok Patel, Bart Kosko:

Error-probability noise benefits in threshold neural signal detection. 697-706
- Roman 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. 707-719 - Zhisong Wang, Nikos K. Logothetis, Hualou Liang:

Extraction of percept-related induced local field potential during spontaneously reversing perception. 720-727 - Fabricio A. Breve

, Liang Zhao
, Marcos G. Quiles
, Elbert E. N. Macau
:
Chaotic phase synchronization and desynchronization in an oscillator network for object selection. 728-737 - András Lörincz

, Gábor Szirtes:
Here and now: How time segments may become events in the hippocampus. 738-747 - Kevin Bailly

, Maurice Milgram:
Boosting feature selection for Neural Network based regression. 748-756
- Daniel Bullock, Can Ozan Tan

, Yohan J. John:
Computational perspectives on forebrain microcircuits implicated in reinforcement learning, action selection, and cognitive control. 757-765 - Lichen Liang, Feng Cai, Vladimir Cherkassky:

Predictive learning with structured (grouped) data. 766-773 - Rui Xu, Jie Xu, Donald C. Wunsch II

:
MicroRNA expression profile based cancer classification using Default ARTMAP. 774-780 - Yiwen Wang, José C. Príncipe, Justin C. Sanchez:

Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. 781-790 - Jayram 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. 791-800
- Paolo Arena, Sebastiano De Fiore, Luca Patané

:
Cellular Nonlinear Networks for the emergence of perceptual states: Application to robot navigation control. 801-811 - Fabio Ruini

, Angelo Cangelosi
:
Extending the Evolutionary Robotics approach to flying machines: An application to MAV teams. 812-821 - George G. Lendaris:

Adaptive dynamic programming approach to experience-based systems identification and control. 822-832 - Cameron 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. 833-841 - Seung-Mook Baek, Jung-Wook Park

:
RMP model based optimization of power system stabilizers in multi-machine power system. 842-850 - Travis Dierks, Balaje T. Thumati, Sarangapani Jagannathan:

Optimal control of unknown affine nonlinear discrete-time systems using offline-trained neural networks with proof of convergence. 851-860
Volume 22, Number 7, September 2009
- Ganesh K. Venayagamoorthy

, Shishir Bashyal:
Effects of spectral radius and settling time in the performance of echo state networks. 861-863 - Zexu Zhang

, Shaoshuai Mou, James Lam, Huijun Gao:
New passivity criteria for neural networks with time-varying delay. 864-868 - He Huang, Gang Feng

:
Synchronization of nonidentical chaotic neural networks with time delays. 869-874
- Anthony F. Morse, Malin Aktius:

Dynamic liquid association: Complex learning without implausible guidance. 875-889 - David Chik, Roman Borisyuk

, Yakov B. Kazanovich
:
Selective attention model with spiking elements. 890-900
- Jean-Philippe Thivierge:

How does non-random spontaneous activity contribute to brain development? 901-912 - Juan Huo, Alan F. Murray:

The adaptation of visual and auditory integration in the barn owl superior colliculus with Spike Timing Dependent Plasticity. 913-921 - Yukihiro Tsuboshita, Hiroshi Okamoto

:
Graded information extraction by neural-network dynamics with multihysteretic neurons. 922-930
- Jiafu Wang, Lihong Huang

, Zhenyuan Guo:
Global asymptotic stability of neural networks with discontinuous activations. 931-937 - Erhan Öztop

:
Sign-representation of Boolean functions using a small number of monomials. 938-948 - Meiqin Liu:

Optimal exponential synchronization of general chaotic delayed neural networks: An LMI approach. 949-957 - Vladimir Cherkassky, Yunqian Ma:

Another look at statistical learning theory and regularization. 958-969 - Xinsong Yang

, Xiangzhao Cui, Yao Long:
Existence and global exponential stability of periodic solution of a cellular neural networks difference equation with delays and impulses. 970-976 - Zenglin Xu, Kaizhu Huang

, Jianke Zhu, Irwin King
, Michael R. Lyu:
A novel kernel-based maximum a posteriori classification method. 977-987 - Jianhua Zhao

, Philip L. H. Yu:
A note on variational Bayesian factor analysis. 988-997
- Shin-ichi Maeda, Shin Ishii

:
Learning a multi-dimensional companding function for lossy source coding. 998-1010
- Raghavendra V. Kulkarni

, Ganesh K. Venayagamoorthy
:
Generalized neuron: Feedforward and recurrent architectures. 1011-1017 - Hojjat Adeli, Ashif Panakkat:

A probabilistic neural network for earthquake magnitude prediction. 1018-1024 - Atsunori Kanemura

, Shin-ichi Maeda, Shin Ishii
:
Superresolution with compound Markov random fields via the variational EM algorithm. 1025-1034
- Marco Gori:

Semantic-based regularization and Piaget's cognitive stages. 1035-1036
Volume 22, Number 8, October 2009
- Vassilis Cutsuridis

, Thomas Wennekers, Bruce P. Graham, Imre Vida
, John G. Taylor:
Microcircuits - Their structure, dynamics and role for brain function. 1037-1038 - Paul H. E. Tiesinga, Calin I. Buia:

Spatial attention in area V4 is mediated by circuits in primary visual cortex. 1039-1054 - Sven Schrader, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner:

Cortext: A columnar model of bottom-up and top-down processing in the neocortex. 1055-1070 - Tom Binzegger, Rodney J. Douglas, Kevan A. C. Martin:

Topology and dynamics of the canonical circuit of cat V1. 1071-1078 - Andrew Symes, Thomas Wennekers:

Spatiotemporal dynamics in the cortical microcircuit: A modelling study of primary visual cortex layer 2/3. 1079-1092 - Karl J. Friston

, Stefan J. Kiebel
:
Cortical circuits for perceptual inference. 1093-1104 - Reinoud Maex

, Volker Steuber
:
The first second: Models of short-term memory traces in the brain. 1105-1112 - Norbert Hájos

, Ole Paulsen
:
Network mechanisms of gamma oscillations in the CA3 region of the hippocampus. 1113-1119 - Vassilis Cutsuridis

, Thomas Wennekers:
Hippocampus, microcircuits and associative memory. 1120-1128 - Michael 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. 1129-1138 - Fleur Zeldenrust

, Wytse J. Wadman:
Two forms of feedback inhibition determine the dynamical state of a small hippocampal network. 1139-1158 - Rembrandt 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. 1159-1168 - Christiane Linster, Thomas A. Cleland

:
Glomerular microcircuits in the olfactory bulb. 1169-1173 - Mark D. Humphries

, Ric Wood, Kevin N. Gurney:
Dopamine-modulated dynamic cell assemblies generated by the GABAergic striatal microcircuit. 1174-1188 - Daniel Durstewitz:

Implications of synaptic biophysics for recurrent network dynamics and active memory. 1189-1200
Volume 22, Number 9, November 2009
- Tadashi Isa, Eberhard E. Fetz, Klaus-Robert Müller

:
Recent advances in brain-machine interfaces. 1201-1202 - Steven 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. 1203-1213 - Kyuwan 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. 1214-1223 - Aaron J. Suminski

, Dennis C. Tkach, Nicholas G. Hatsopoulos:
Exploiting multiple sensory modalities in brain-machine interfaces. 1224-1234 - John P. Cunningham, Vikash Gilja, Stephen I. Ryu, Krishna V. Shenoy:

Methods for estimating neural firing rates, and their application to brain-machine interfaces. 1235-1246 - Ryohei P. Hasegawa, Yukako T. Hasegawa, Mark A. Segraves:

Neural mind reading of multi-dimensional decisions by monkey mid-brain activity. 1247-1256 - Aysegul Gunduz

, Justin C. Sanchez, Paul R. Carney, José C. Príncipe:
Mapping broadband electrocorticographic recordings to two-dimensional hand trajectories in humans: Motor control features. 1257-1270 - Marcel van Gerven, Ali Bahramisharif, Tom Heskes

, Ole Jensen
:
Selecting features for BCI control based on a covert spatial attention paradigm. 1271-1277 - Jason Farquhar

:
A linear feature space for simultaneous learning of spatio-spectral filters in BCI. 1278-1285 - Ji Won Yoon, Stephen J. Roberts, Matthew Dyson

, John Q. Gan
:
Adaptive classification for Brain Computer Interface systems using Sequential Monte Carlo sampling. 1286-1294 - Claudia Sannelli, Mikio L. Braun, Klaus-Robert Müller

:
Improving BCI performance by task-related trial pruning. 1295-1304 - Siamac Fazli

, Florin Popescu, Márton Danóczy, Benjamin Blankertz, Klaus-Robert Müller
, Cristian Grozea
:
Subject-independent mental state classification in single trials. 1305-1312 - Carmen Vidaurre

, Nicole Krämer
, Benjamin Blankertz, Alois Schlögl
:
Time Domain Parameters as a feature for EEG-based Brain-Computer Interfaces. 1313-1319 - Ranganatha Sitaram

, Andrea Caria
, Niels Birbaumer
:
Hemodynamic brain-computer interfaces for communication and rehabilitation. 1320-1328 - Andrea Finke

, Alexander Lenhardt, Helge J. Ritter:
The MindGame: A P300-based brain-computer interface game. 1329-1333 - Charles S. DaSalla

, Hiroyuki Kambara, Makoto Sato, Yasuharu Koike
:
Single-trial classification of vowel speech imagery using common spatial patterns. 1334-1339 - Dong 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. 1340-1351 - Pim Haselager

, Rutger Vlek, Jeremy Hill, Femke Nijboer
:
A note on ethical aspects of BCI. 1352-1357
Volume 22, Number 10, December 2009
- Miklós Antal

, László Balogh:
Modeling belief systems with scale-free networks. 1359-1371
- Bertrand Fontaine, Herbert Peremans

:
Bat echolocation processing using first-spike latency coding. 1372-1382 - N. Andrew Browning, Stephen Grossberg, Ennio Mingolla

:
Cortical dynamics of navigation and steering in natural scenes: Motion-based object segmentation, heading, and obstacle avoidance. 1383-1398
- Hirotaka Hachiya, Takayuki Akiyama, Masashi Sugiyama, Jan Peters

:
Adaptive importance sampling for value function approximation in off-policy reinforcement learning. 1399-1410 - Eva Kaslik

, Stefan Balint:
Complex and chaotic dynamics in a discrete-time-delayed Hopfield neural network with ring architecture. 1411-1418 - Samanwoy Ghosh-Dastidar, Hojjat Adeli:

A new supervised learning algorithm for multiple spiking neural networks with application in epilepsy and seizure detection. 1419-1431 - Ezequiel López-Rubio

:
Multivariate Student-t self-organizing maps. 1432-1447
- Serkan Kiranyaz

, Turker Ince
, Alper Yildirim, Moncef Gabbouj
:
Evolutionary artificial neural networks by multi-dimensional particle swarm optimization. 1448-1462
- Youshen Xia, Changyin Sun:

A novel neural dynamical approach to convex quadratic program and its efficient applications. 1463-1470 - Haiquan Zhao, Jiashu Zhang:

A novel nonlinear adaptive filter using a pipelined second-order Volterra recurrent neural network. 1471-1483 - Pawel Wawrzynski

:
Real-time reinforcement learning by sequential Actor-Critics and experience replay. 1484-1497

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