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17th ICONIP 2010: Sydney, Australia
- Kok Wai Wong, B. Sumudu U. Mendis, Abdesselam Bouzerdoum:
Neural Information Processing. Theory and Algorithms - 17th International Conference, ICONIP 2010, Sydney, Australia, November 22-25, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6443, Springer 2010, ISBN 978-3-642-17536-7
Neurodynamics
- Haruo Hosoya:
Bayesian Interpretation of Border-Ownership Signals in Early Visual Cortex. 1-8 - Kazuhiro Sakamoto, Taichi Kumada, Masafumi Yano:
A Computational Model That Enables Global Amodal Completion Based on V4 Neurons. 9-16 - Masahiro Kuramochi
, Yuishi Iwasaki:
Quantitative Modeling of Neuronal Dynamics in C. elegans. 17-24 - Dalai Tang, Naoyuki Kubota:
Human Localization by Fuzzy Spiking Neural Network Based on Informationally Structured Space. 25-32 - Yuuji Ichisugi, Haruo Hosoya:
Computational Model of the Cerebral Cortex That Performs Sparse Coding Using a Bayesian Network and Self-Organizing Maps. 33-40 - Peter Stratton
Complex Spiking Models: A Role for Diffuse Thalamic Projections in Complex Cortical Activity. 41-48 - Tetsuo Kawamura, Yoshihiko Horio, Mikio Hasegawa
Mutual Information Analyses of Chaotic Neurodynamics Driven by Neuron Selection Methods in Synchronous Exponential Chaotic Tabu Search for Quadratic Assignment Problems. 49-57 - Francesco Galluppi
A General-Purpose Model Translation System for a Universal Neural Chip. 58-65 - Mikio Hasegawa
Realizing Ideal Spatiotemporal Chaotic Searching Dynamics for Optimization Algorithms Using Neural Networks. 66-73 - Kaname Iwasa, Mauricio Kugler
A Multiple Sound Source Recognition System Using Pulsed Neuron Model with Short Term Synaptic Depression. 74-81 - Tanvir Islam, Ryutaro Fukuzaki:
A Model of Path Integration and Navigation Based on Head Direction Cells in Entorhinal Cortex. 82-90 - Yasuomi D. Sato, Keiji Okumura, Masatoshi Shiino:
Model Studies on Time-Scaled Phase Response Curves and Synchronization Transition. 91-98 - Nobuhiko Wagatsuma, Kô Sakai:
Roles of Early Vision for the Dynamics of Border-Ownership Selective Neurons. 99-106 - Hirofumi Ijichi, Hiroyuki Torikai:
Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons. 107-115 - Hideyuki Kato, Tohru Ikeguchi:
Emergence of Highly Nonrandom Functional Synaptic Connectivity Through STDP. 116-123 - Yoshihiro Nagase, Yoshiki Kashimori:
Modulation of Corticofugal Signals by Synaptic Changes in Bat's Auditory System. 124-131 - Hiroaki Sasaki, Shunji Satoh, Shiro Usui:
Efficient Representation by Horizontal Connection in Primary Visual Cortex. 132-139 - Robert G. H. Wilke, Gita Khalili Moghaddam
Stimulation of the Retinal Network in Bionic Vision Devices: From Multi-Electrode Arrays to Pixelated Vision. 140-147 - Kazuhisa Fujita
Spatial Feature Extraction by Spike Timing Dependent Synaptic Modification. 148-154 - Tomoki Kurikawa, Kunihiko Kaneko:
Learning Shapes Bifurcations of Neural Dynamics upon External Stimuli. 155-162 - Stefan Schliebs, Nuttapod Nuntalid, Nikola K. Kasabov
Towards Spatio-Temporal Pattern Recognition Using Evolving Spiking Neural Networks. 163-170 - Tamas Fehervari, Masaru Matsuoka, Hirotsugu Okuno, Tetsuya Yagi:
Real-Time Simulation of Phosphene Images Evoked by Electrical Stimulation of the Visual Cortex. 171-178 - Hiroaki Kurokawa, Masahiro Yoshihara, Masato Yonekawa:
An Effect of Inhibitory Connections on Synchronous Firing Assembly in the Inhibitory Connected Pulse Coupled Neural Network. 179-187 - Gessyca Maria Tovar, Tetsuya Asai, Yoshihito Amemiya:
Array-Enhanced Stochastic Resonance in a Network of Noisy Neuromorphic Circuits. 188-195
Computational Neuroscience and Cognitive Science
- Mark Hoogendoorn, Jan Treur, C. Natalie van der Wal
Modelling the Interplay of Emotions, Beliefs and Intentions within Collective Decision Making Based on Insights from Social Neuroscience. 196-206 - Young-Min Jang, Sang-Woo Ban, Minho Lee:
Visual Selective Attention Model Considering Bottom-Up Saliency and Psychological Distance. 207-214 - Stefan Elfwing, Makoto Otsuka, Eiji Uchibe, Kenji Doya:
Free-Energy Based Reinforcement Learning for Vision-Based Navigation with High-Dimensional Sensory Inputs. 215-222 - Toshiyuki Hamada, Jousuke Kuroiwa, Hisakazu Ogura, Tomohiro Odaka, Haruhiko Shirai, Izumi Suwa:
Dependence on Memory Pattern in Sensitive Response of Memory Fragments among Three Types of Chaotic Neural Network Models. 223-230 - Osamu Araki:
A Stimulus-Response Neural Network Model Prepared by Top-Down Signals. 231-238 - Xiaoyu Zhao, Chi Xu, Zheru Chi
A Novel Shape-Based Image Classification Method by Featuring Radius Histogram of Dilating Discs Filled into Regular and Irregular Shapes. 239-246 - Masayasu Atsumi:
Learning Visual Object Categories and Their Composition Based on a Probabilistic Latent Variable Model. 247-254 - Eiichi Hoshino, Ken Mogi:
Evidence for False Memory before Deletion in Visual Short-Term Memory. 255-261 - Anh Huy Phan
Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. 262-269 - Fiemke Both, Mark Hoogendoorn, Michel C. A. Klein
Computational Modeling and Analysis of the Role of Physical Activity in Mood Regulation and Depression. 270-281
Data and Text Processing
- Julian Szymanski
Representation of Hypertext Documents Based on Terms, Links and Text Compressibility. 282-289 - Jungsuk Song, Masashi Eto
A Heuristic-Based Feature Selection Method for Clustering Spam Emails. 290-297 - Sukanya Manna, Tom Gedeon, B. Sumudu U. Mendis:
Enhancement of Subjective Logic for Semantic Document Analysis Using Hierarchical Document Signature. 298-306 - Ahmad Ali Iqbal, Aruna Seneviratne
Is Comprehension Useful for Mobile Semantic Search Engines? 307-313 - Tao Liu:
A Novel Text Classification Approach Based on Deep Belief Network. 314-321 - Yujiu Yang, Xinyi Shu, Wenhuang Liu:
A Probability Click Tracking Model Analysis of Web Search Results. 322-329 - Insu Song, Joachim Diederich:
Intention Extraction from Text Messages. 330-337
Adaptive Algorithms
- Bo Xie, Yang Mu, Dacheng Tao:
m-SNE: Multiview Stochastic Neighbor Embedding. 338-346 - Takamitsu Matsubara, Sang-Ho Hyon, Jun Morimoto:
Learning Parametric Dynamic Movement Primitives from Multiple Demonstrations. 347-354 - Zhijie Xu, Shiliang Sun:
An Algorithm on Multi-View Adaboost. 355-362 - Shuichi Kurogi, Shota Mineishi, Seitaro Sato:
An Analysis of Speaker Recognition Using Bagging CAN2 and Pole Distribution of Speech Signals. 363-370 - Junichiro Hirayama, Aapo Hyvärinen
Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers. 371-379 - Wei Yang, Kuanquan Wang, Wangmeng Zuo:
Nearest Hit-Misses Component Analysis for Supervised Metric Learning. 380-387 - Tianyi Zhou
Backward-Forward Least Angle Shrinkage for Sparse Quadratic Optimization. 388-396 - Dingyan Wang, Irwin King
An Enhanced Semi-supervised Recommendation Model Based on Green's Function. 397-404 - Takahiro Hada, Yuko Osana:
Reinforcement Learning by KFM Probabilistic Associative Memory Based on Weights Distribution and Area Neuron Increase and Decrease. 405-413 - Poramate Manoonpong
Extraction of Reward-Related Feature Space Using Correlation-Based and Reward-Based Learning Methods. 414-421 - Satoshi Hara, Yoshinobu Kawahara
Stationary Subspace Analysis as a Generalized Eigenvalue Problem. 422-429 - Wono Lee, Minho Lee:
A Multi-class Object Classifier Using Boosted Gaussian Mixture Model. 430-437 - Teo Susnjak
Adaptive Ensemble Based Learning in Non-stationary Environments with Variable Concept Drift. 438-445 - Tikara Hosino:
High Dimensional Non-linear Modeling with Bayesian Mixture of CCA. 446-453 - Manuel Loth, Philippe Preux:
The Iso-regularization Descent Algorithm for the LASSO. 454-461 - Kenji Watanabe, Takumi Kobayashi, Nobuyuki Otsu:
Logistic Label Propagation for Semi-supervised Learning. 462-469 - Mohammad Sajjad Ghaemi, Saeed Masoudnia
A New Framework for Small Sample Size Face Recognition Based on Weighted Multiple Decision Templates. 470-477 - Kazunori Iwata:
An Information-Spectrum Approach to Analysis of Return Maximization in Reinforcement Learning. 478-485 - Keiji Okumura, Masatoshi Shiino:
Analytical Approach to Noise Effects on Synchronization in a System of Coupled Excitable Elements. 486-493 - Guoqiang Zhong, Kaizhu Huang
Learning ECOC and Dichotomizers Jointly from Data. 494-502 - Fausto Lucena
Wavelet Entropy Measure Based on Matching Pursuit Decomposition and Its Analysis to Heartbeat Intervals. 503-511
Bio-inspired Algorithms
- Shu-Hsien Liao
Application Rough Sets Theory to Ordinal Scale Data for Discovering Knowledge. 512-519 - Yanyun Tao, Minglu Li, Jian Cao:
Dynamic Population Variation Genetic Programming with Kalman Operator for Power System Load Modeling. 520-531 - Chuan Chin Teo, Han Foon Neo, Michael Goh Kah Ong
A Robust Iris Segmentation with Fuzzy Supports. 532-539 - Kazi Shah Nawaz Ripon, Kyrre Glette, Mats Høvin, Jim Tørresen:
An Adaptive Local Search Based Genetic Algorithm for Solving Multi-objective Facility Layout Problem. 540-550 - Ashfaqur Rahman
Non-uniform Layered Clustering for Ensemble Classifier Generation and Optimality. 551-558 - Kiatichai Treerattanapitak, Chuleerat Jaruskulchai:
Membership Enhancement with Exponential Fuzzy Clustering for Collaborative Filtering. 559-566 - Pilar Caamaño, Abraham Prieto, José Antonio Becerra
Real-Valued Multimodal Fitness Landscape Characterization for Evolution. 567-574 - Buzhou Tang, Qingcai Chen, Xuan Wang, Xiaolong Wang:
Reranking for Stacking Ensemble Learning. 575-584 - Saber M. Elsayed
A Three-Strategy Based Differential Evolution Algorithm for Constrained Optimization. 585-592 - Hong Zhang:
A New Expansion of Cooperative Particle Swarm Optimization. 593-600 - Qi Kong, Hai Zhao, Bao-Liang Lu
Adaptive Ensemble Learning Strategy Using an Assistant Classifier for Large-Scale Imbalanced Patent Categorization. 601-608 - Keiji Kamei, Masumi Ishikawa:
Adaptive Decision Making in Ant Colony System by Reinforcement Learning. 609-617 - Zeratul Izzah Mohd Yusoh, Maolin Tang
A Cooperative Coevolutionary Algorithm for the Composite SaaS Placement Problem in the Cloud. 618-625 - Shyam Sundar, Alok Singh
A Swarm Intelligence Approach to the Quadratic Multiple Knapsack Problem. 626-633 - Shu-Hsien Liao
Rough-Set-Based Association Rules Applied to Brand Trust Evaluation Model. 634-641 - Kazi Shah Nawaz Ripon, Kyrre Glette, Mats Høvin, Jim Tørresen:
A Genetic Algorithm to Find Pareto-optimal Solutions for the Dynamic Facility Layout Problem with Multiple Objectives. 642-651
Hierarchical Methods
- Mustapha Lebbah, Hanane Azzag:
Topological Hierarchical Tree Using Artificial Ants. 652-659 - Davide Bacciu
Bottom-Up Generative Modeling of Tree-Structured Data. 660-668 - Mingzhen Mo, Irwin King
Exploit of Online Social Networks with Community-Based Graph Semi-Supervised Learning. 669-678 - Seiya Takenouchi, Hisashi Aomori, Tsuyoshi Otake, Mamoru Tanaka, Ichiro Matsuda, Susumu Itoh:
Hierarchical Lossless Image Coding Using Cellular Neural Network. 679-686 - Hossein Bashashati Saghezchi, Masoud Asadpour:
Multivariate Decision Tree Function Approximation for Reinforcement Learning. 687-694 - Jieyi Liao, B. Sumudu U. Mendis, Sukanya Manna:
Improving Hierarchical Document Signature Performance by Classifier Combination. 695-702 - Ke-Bing Zhang, Mehmet A. Orgun
The Discovery of Hierarchical Cluster Structures Assisted by a Visualization Technique. 703-711
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