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ORCID15th ICONIP 2008: Auckland, New Zealand
- Mario Köppen, Nikola K. Kasabov, George G. Coghill:
Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I. Lecture Notes in Computer Science 5506, Springer 2009, ISBN 978-3-642-02489-4
INNS Symposium "New Directions in Neural Networks"
- Nikola K. Kasabov
:
Integrative Probabilistic Evolving Spiking Neural Networks Utilising Quantum Inspired Evolutionary Algorithm: A Computational Framework. 3-13 - Yusuke Tabata, Masaharu Adachi:
A Spiking Network of Hippocampal Model Including Neurogenesis. 14-21 - Takumi Kamioka, Eiji Uchibe, Kenji Doya:
NeuroEvolution Based on Reusable and Hierarchical Modular Representation. 22-31 - Aram Kawewong, Yutaro Honda, Manabu Tsuboyama, Osamu Hasegawa:
A Common-Neural-Pattern Based Reasoning for Mobile Robot Cognitive Mapping. 32-39 - Athanasios Pavlou, Matthew C. Casey:
Identifying Emotions Using Topographic Conditioning Maps. 40-47 - Yaochu Jin, Lisa Schramm, Bernhard Sendhoff:
A Gene Regulatory Model for the Development of Primitive Nervous Systems. 48-55 - Pieter Buteneers, Benjamin Schrauwen, David Verstraeten, Dirk Stroobandt:
Real-Time Epileptic Seizure Detection on Intra-cranial Rat Data Using Reservoir Computing. 56-63 - Sang Hyoung Lee, Sanghoon Lee, Il Hong Suh, Wan Kyun Chung:
Learning of Subgoals for Goal-Oriented Behavior Control of Mobile Robots. 64-71 - Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda:
Coding Mechanisms in Hippocampal Networks for Learning and Memory. 72-79 - Mojtaba Solgi, Juyang Weng:
Developmental Stereo: Topographic Iconic-Abstract Map from Top-Down Connection. 80-87 - Hiroshi Kojima, Shiori Katsumata:
An Analysis of Synaptic Transmission and its Plasticity by Glutamate Receptor Channel Kinetics Models and 2-Photon Laser Photolysis. 88-94 - Leena N. Patel, Alan F. Murray:
A Biologically Inspired Neural CPG for Sea Wave Conditions/Frequencies. 95-102 - Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Feature Subset Selection Using Differential Evolution. 103-110 - Mária Markosová, Liz Franz, Lubica Benusková:
Topology of Brain Functional Networks: Towards the Role of Genes. 111-118 - Hiroaki Wagatsuma:
Hybrid Design Principles and Time Constants in the Construction of Brain-Based Robotics: A Real-Time Simulator of Oscillatory Neural Networks Interacting with the Real Environment via Robotic Devices. 119-126
Neurodynamics
- Yongjun Wu, Jianhua Peng, Ming Luo:
First Spiking Dynamics of Stochastic Neuronal Model with Optimal Control. 129-136 - Johannes Partzsch, Christian Mayr, René Schüffny:
BCM and Membrane Potential: Alternative Ways to Timing Dependent Plasticity. 137-144 - Sho Hashimoto, Hiroyuki Torikai:
A Novel Hybrid Spiking Neuron: Response Analysis and Learning Potential. 145-152 - Somnuk Phon-Amnuaisuk:
Event-Related Desynchronisation/Synchronisation of Spontaneous Motor Actions. 153-160 - Yukihiro Nonaka, Hatsuo Hayashi:
Competition between Synapses Located in Proximal and Distal Dendrites of the Dentate Granule Cell through STDP. 161-168 - Fausto Lucena, D. S. Brito, Allan Kardec Barros, Noboru Ohnishi:
An Analysis of the Autonomic Cardiac Activity by Reducing the Interplay between Sympathetic and Parasympathetic Information. 169-176 - Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki:
On Similarity Measures for Spike Trains. 177-185 - Naoyuki Sato, Yoko Yamaguchi:
Relationship between an Input Sequence and Asymmetric Connections Formed by Theta Phase Precession and STDP. 186-193 - Hsiao-Lung Chan, Ming-An Lin, Tony Wu, Pei-Kuang Chao, Shih-Tseng Lee, Peng-Chuan Chen:
Analysis of Microelectrographic Neuronal Background in Deep Brain Nuclei in Parkinson Disease. 194-199 - Stefan Babinec, Jiri Pospichal:
Gating Echo State Neural Networks for Time Series Forecasting. 200-207 - Hiroyuki Torikai, Toru Nishigami:
A Novel Artificial Model of Spiral Ganglion Cell and Its Spike-Based Encoding Function. 208-215 - Ben Jones, Yaochu Jin, Xin Yao, Bernhard Sendhoff:
Evolution of Neural Organization in a Hydra-Like Animat. 216-223 - François B. Vialatte, Justin Dauwels, Jordi Solé i Casals, Monique Maurice, Andrzej Cichocki:
Improved Sparse Bump Modeling for Electrophysiological Data. 224-231 - Somnuk Phon-Amnuaisuk:
Classify Event-Related Motor Potentials of Cued Motor Actions. 232-239 - Eiichi Inohira, Shiori Uota, Hirokazu Yokoi:
A Neural Network Based Hierarchical Motor Schema of a Multi-finger Hand and Its Motion Diversity. 240-247
Cognitive Neuroscience
- Peng Bian, Liming Zhang:
Biological Plausibility of Spectral Domain Approach for Spatiotemporal Visual Saliency. 251-258 - Kazuhiro Sakamoto, Hidekazu Nakajima, Takeshi Suzuki, Masafumi Yano:
A "Global Closure" Effect in Contour Integration. 259-266 - Miki Hirabayashi, Hirotada Ohashi:
Modeling of Associative Dynamics in Hippocampal Contributions to Heuristic Decision Making. 267-274 - Chen Zhang, Volker Willert, Julian Eggert:
Tracking with Depth-from-Size. 275-284 - Michal Cernanský, Lubica Benusková:
Training Recurrent Connectionist Models on Symbolic Time Series. 285-292 - Masayoshi Sato, Yuki Togashi, Takashi Omori, Koichiro Yamauchi, Satoru Ishikawa, Toshihiro Wakita:
Computational Modeling of Risk-Related Eye Movement of Car Drivers. 293-300 - Yasuhiro Hatori, Kô Sakai:
Robust Detection of Medial-Axis by Onset Synchronization of Border-Ownership Selective Cells and Shape Reconstruction from Its Medial-Axis. 301-309 - Shigeru Kubota, Tatsuo Kitajima:
Synaptic Cooperation and Competition in STDP Learning Rule. 310-317 - Justin Dauwels, François B. Vialatte, Theophane Weber, Andrzej Cichocki:
An Exemplar-Based Statistical Model for the Dynamics of Neural Synchrony. 318-326 - Toshisada Mariyama, Hideaki Itoh:
Towards a Comparative Theory of the Primates' Tool-Use Behavior. 327-335 - Ken-ichi Morishige, Dai Kawawaki, Taku Yoshioka, Masa-aki Sato, Mitsuo Kawato:
Artifact Removal Using Simultaneous Current Estimation of Noise and Cortical Sources. 336-343 - Toshikazu Samura, Motonobu Hattori, Shinichi Kikuchi, Shun Ishizaki:
Significance for Hippocampal Memory of Context-Like Information Generated in Hippocampal CA3c. 344-351 - Yasuo Matsuyama, Fumiya Matsushima, Youichi Nishida, Takashi Hatakeyama, Koji Sawada, Takatoshi Kato:
Bio-signal Integration for Humanoid Operation: Gesture and Brain Signal Recognition by HMM/SVM-Embedded BN. 352-360 - Akiyo Asahina, Junichiro Hirayama, Shin Ishii:
Interpreting Dopamine Activities in Stochastic Reward Tasks. 361-368 - Toshitaka Yamakawa, Takeshi Yamakawa, Michiyasu Suzuki, Masami Fujii:
Epileptogenic ECoG Monitoring and Brain Stimulation Using a Multifunctional Microprobe for Minimally Invasive Brain Microsurgery. 369-376 - Tamami Sudo, Ken Mogi:
Generalization in Linguistic Category Formation Based on the Prototype Effect. 377-383 - Atsuo Suemitsu, Yasuhiro Miyazawa, Masahiko Morita:
Model of the Activity of Hippocampal Neurons Based on the Theory of Selective Desensitization. 384-391 - Qi Zhang:
EEG-Based Classification of Brain Activity for Brightness Stimuli. 392-399 - François B. Vialatte, Monique Maurice, Justin Dauwels, Andrzej Cichocki:
Steady State Visual Evoked Potentials in the Delta Range (0.5-5 Hz). 400-407 - Travis Monk, Chris Harris:
Using Optimality to Predict Photoreceptor Distribution in the Retina. 408-415 - Yoshinori Ide, Johan Lauwereyns, Minoru Tsukada:
Optical Imaging of Plastic Changes Induced by Fear Conditioning in the Auditory Cortex of Guinea Pig. 416-422 - Yasuhiro Fukushima, Minoru Tsukada, Ichiro Tsuda, Yutaka Yamaguti, Shigeru Kuroda:
Possibility of Cantor Coding by Spatial Input Patterns. 423-427 - Kiruthika Ramanathan, Luping Shi, Jianming Li, Kian Guan Lim, Ming Hui Li, Zhi Ping Ang, Tow Chong Chong:
A Neural Network Model for a Hierarchical Spatio-temporal Memory. 428-435 - Minfen Shen, Jialiang Chen, K. H. Ting:
Time-Varying Synchronization of Visual ERP during Sentences Identification. 436-443 - Kazuhiro Takazawa, Yoshiki Kashimori:
Neural Mechanism of Synchronous Firing of Inferior Temporal Cortex in Face Perception. 444-450
Bioinformatics
- Tomasz M. Rutkowski, Andrzej Cichocki, Toshihisa Tanaka, Anca L. Ralescu, Danilo P. Mandic:
Clustering of Spectral Patterns Based on EMD Components of EEG Channels with Applications to Neurophysiological Signals Separation. 453-460 - Mariá Cristina Vasconcelos Nascimento, Franklina Maria Bragion Toledo, André Carlos Ponce de Leon Ferreira de Carvalho:
Consensus Clustering Using Spectral Theory. 461-468 - Justin Dauwels, Yuki Tsukada, Yuichi Sakumura, Shin Ishii, Kazuhiro Aoki, Takeshi Nakamura, Michiyuki Matsuda, François B. Vialatte, Andrzej Cichocki:
On the Synchrony of Morphological and Molecular Signaling Events in Cell Migration. 469-477 - Dianhui Wang, Nung Kion Lee:
MISCORE: Mismatch-Based Matrix Similarity Scores for DNA Motif Detection. 478-485 - Giampaolo L. Libralon, André Carlos Ponce de Leon Ferreira de Carvalho, Ana Carolina Lorena:
Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data. 486-493 - Ken Suetsugu, Yoshihiko Tagawa, Tomohisa Inada, Naoto Shiba:
FES Position Control of Forearm Using EOG. 494-503 - Yoshinori Itai, Hyoungseop Kim, Seiji Ishikawa, Shigehiko Katsuragawa, Kunio Doi:
Reduction of FPs for Lung Nodules in MDCT by Use of Temporal Subtraction with Voxel-Matching Technique. 504-512 - Alexandra Scherbart, Wiebke Timm, Sebastian Böcker, Tim W. Nattkemper:
Improved Mass Spectrometry Peak Intensity Prediction by Adaptive Feature Weighting. 513-520 - Xi Li, Dianhui Wang:
An Improved Genetic Algorithm for DNA Motif Discovery with Public Domain Information. 521-528 - Ping Zhang, Vladimir Brusic, Kaye E. Basford:
A Hybrid Model for Prediction of Peptide Binding to MHC Molecules. 529-536
Special Session: Data Mining Methods for Cybersecurity
- Daisuke Miyamoto, Hiroaki Hazeyama, Youki Kadobayashi:
An Evaluation of Machine Learning-Based Methods for Detection of Phishing Sites. 539-546 - Daisuke Miyamoto, Hiroaki Hazeyama, Youki Kadobayashi:
Detecting Methods of Virus Email Based on Mail Header and Encoding Anomaly. 547-554 - Ruo Ando:
Faster Parameter Detection of Polymorphic Viral Code Using Hot List Strategy. 555-562 - Zhonghua Zhao, Shanqing Guo, Qiuliang Xu, Tao Ban:
G-Means: A Clustering Algorithm for Intrusion Detection. 563-570 - Yan Yu, Shanqing Guo, Shaohua Lan, Tao Ban:
Anomaly Intrusion Detection for Evolving Data Stream Based on Semi-supervised Learning. 571-578 - Daisuke Inoue, Katsunari Yoshioka, Masashi Eto, Masaya Yamagata, Eisuke Nishino, Jun'ichi Takeuchi, Kazuya Ohkouchi, Koji Nakao:
An Incident Analysis System NICTER and Its Analysis Engines Based on Data Mining Techniques. 579-586 - Farhad Dadgostar, Abdolhossein Sarrafzadeh, Chris H. Messom:
Multi-layered Hand and Face Tracking for Real-Time Gesture Recognition. 587-594 - Dimitrios A. Karras, Vasilios Zorkadis:
Towards a Reliable Evaluation Framework for Message Authentication in Web-Based Transactions Based on an Improved Computational Intelligence and Dynamical Systems Methodology. 595-602
Special Session: Computational Models and Their Applications in Machine Learning and Pattern Recognition
- Sanghamitra Bandyopadhyay, Malay Bhattacharyya:
A Neuro-GA Approach for the Maximum Fuzzy Clique Problem. 605-612 - Chandra Shekhar Dhir, Soo-Young Lee:
Hybrid Feature Selection: Combining Fisher Criterion and Mutual Information for Efficient Feature Selection. 613-620 - Takatoshi Kato, Shun'ichi Honma, Yasuo Matsuyama, Tetsuma Yoshino, Yuuki Hoshino:
Sensibility-Aware Image Retrieval Using Computationally Learned Bases: RIM, JPG, J2K, and Their Mixtures. 621-628 - Keisuke Yamazaki, Samuel Kaski:
An Analysis of Generalization Error in Relevant Subtask Learning. 629-637 - Shigeru Kato, Kok Wai Wong:
Intelligent Automated Guided Vehicle with Reverse Strategy: A Comparison Study. 638-646 - Chen-Cheng Wang, Yang-Cheng Lin, Chung-Hsing Yeh:
Neural Networks for Optimal Form Design of Personal Digital Assistants. 647-654 - Kazuho Watanabe, Masato Okada:
Firing Rate Estimation Using an Approximate Bayesian Method. 655-662 - Kazunori Iwata, Akira Hayashi:
Sampling Curve Images to Find Similarities among Parts of Images. 663-670 - Michal Cernanský, Matej Makula, Lubica Benusková:
Improving the State Space Organization of Untrained Recurrent Networks. 671-678 - Kentarou Hitomi, Takashi Bando, Naoki Fukaya, Kazushi Ikeda, Tomohiro Shibata:
Online Multibody Factorization Based on Bayesian Principal Component Analysis of Gaussian Mixture Models. 679-687 - Masashi Matsumoto, Sumio Watanabe:
Experimental Study of Ergodic Learning Curve in Hidden Markov Models. 688-695 - Kenji Nagata, Sumio Watanabe:
Design of Exchange Monte Carlo Method for Bayesian Learning in Normal Mixture Models. 696-706 - Jun Ma:
Image Filling-In: A Gestalt Approach. 707-714 - Hirotaka Tamada, Akira Hayashi:
Sports Video Segmentation Using a Hierarchical Hidden CRF. 715-722 - Bernardete Ribeiro, Armando Vieira, João M. M. Duarte, Catarina Silva, João Carvalho das Neves, Qingzhong Liu, Andrew H. Sung:
Learning Manifolds for Bankruptcy Analysis. 723-730 - Daisuke Komazawa, Kazushi Ikeda, Hiroyuki Funaya:
Information Geometry of Interspike Intervals in Spiking Neurons with Refractories. 731-736 - Fuxiang Wang, Jun Zhang:
Convolutive Blind Speech Separation by Decorrelation. 737-744
Special Session: Recent Advances in Brain-Inspired Technologies for Robotics
- Chuho Yi, Il Hong Suh, Gi Hyun Lim, Seungdo Jeong, Byung-Uk Choi:
Cognitive Representation and Bayeisan Model of Spatial Object Contexts for Robot Localization. 747-754 - Katsunari Shibata, Tomohiko Kawano:
Learning of Action Generation from Raw Camera Images in a Real-World-Like Environment by Simple Coupling of Reinforcement Learning and a Neural Network. 755-762 - Mikio Morita, Masumi Ishikawa:
Brain-Inspired Emergence of Behaviors Based on the Desire for Existence by Reinforcement Learning. 763-770 - Masanori Sato, Atsushi Kanda, Kazuo Ishii:
A Neural Network Based Controller for an Outdoor Mobile Robot. 771-778 - Xuebing Wang, Kazuo Ishii:
Depth Perception Using a Monocular Vision System. 779-786 - Yuya Nishida, Masahiro Nagamatu:
Trajectory Planning with Dynamics Constraints for an Underactuated Manipulator. 787-793 - Alan Rosen, David B. Rosen:
Neural Networks That Mimic the Human Brain: Turing Machines versus Machines That Generate Conscious Sensations. 794-801
Special Session: Lifelong Incremental Learning for Intelligent Systems
- Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Körner:
A Vector Quantization Approach for Life-Long Learning of Categories. 805-812 - Stephan Kirstein, Heiko Wersing, Horst-Michael Gross, Edgar Körner:
An Integrated System for Incremental Learning of Multiple Visual Categories. 813-820 - Hitoshi Nishikawa, Seiichi Ozawa, Asim Roy:
A Neural Network Model for Sequential Multitask Pattern Recognition Problems. 821-828 - Seyed Jalal Kazemitabar, Hamid Beigy:
Automatic Discovery of Subgoals in Reinforcement Learning Using Strongly Connected Components. 829-834
Special Session: Dynamics of Neural Networks
- Tomonari Hasegawa, Toshimichi Saito:
Bifurcation and Windows in a Simple Piecewise Linear Chaotic Spiking Neuron. 837-843 - Yuji Kawai, Toshimichi Saito:
Bifurcation between Superstable Periodic Orbits and Chaos in a Simple Spiking Circuit. 844-850 - Mikio Hasegawa, Taichi Takeda, Taro Kuroda, Ha Nguyen Tran, Goh Miyamoto, Yoshitoshi Murata, Hiroshi Harada, Shuzo Kato:
Application of Higher Order Neural Network Dynamics to Distributed Radio Resource Usage Optimization of Cognitive Wireless Networks. 851-858 - Hiroaki Wagatsuma, Yoko Yamaguchi:
Synchronized Rhythmic Signals Effectively Influence Ongoing Cortical Activity for Decision-Making: A Study of the Biological Plausible Neural Network Model. 859-866 - Yasuomi D. Sato, Yuji Tanaka, Masatoshi Shiino:
Synchronization Transition in a Pair of Coupled Non-identical Oscillators. 867-874 - Yoshihiro Hayakawa, Koji Nakajima:
Parameter Analysis for Removing the Local Minima of Combinatorial Optimization Problems by Using the Inverse Function Delayed Neural Network. 875-882 - Arefeh Boroomand, Mohammad B. Menhaj:
Fractional-Order Hopfield Neural Networks. 883-890
Special Session: Applications of Intelligent Methods in Ecological Informatics
- Martin Mudroch, Pavel Pechac, Martin Grábner, Václav Kvicera:
Classification and Prediction of Lower Troposphere Layers Influence on RF Propagation Using Artificial Neural Networks. 893-900 - Michael J. Watts, Susan P. Worner:
Predicting the Distribution of Fungal Crop Diseases from Abiotic and Biotic Factors Using Multi-Layer Perceptrons. 901-908 - David R. Pontin, Susan P. Worner, Michael J. Watts:
Using Time Lagged Input Data to Improve Prediction of Stinging Jellyfish Occurrence at New Zealand Beaches by Multi-Layer Perceptrons. 909-916 - Subana Shanmuganathan, Philip Sallis:
Modelling Climate Change Effects on Wine Quality Based on Expert Opinions Expressed in Free-Text Format: The WEBSOM Approach. 917-925
Special Session: Pattern Recognition from Real-World Information by SVM and Other Sophisticated Techniques
- Hiroyuki Funaya, Yoshihiko Nomura, Kazushi Ikeda:
A Support Vector Machine with Forgetting Factor and Its Statistical Properties. 929-936 - Kazuya Morikawa, Shigeo Abe:
Improved Parameter Tuning Algorithms for Fuzzy Classifiers. 937-944 - Teo Susnjak, Andre L. C. Barczak:
Accelerated Classifier Training Using the PSL Cascading Structure. 945-952 - Tadahiro Taniguchi, Naoto Iwahashi:
Imitation Learning from Unsegmented Human Motion Using Switching Autoregressive Model and Singular Vector Decomposition. 953-961 - Sean W. Gordon, Shaoning Pang, Ryota Nishioka, Nikola K. Kasabov, Takeshi Yamakawa:
Vision Based Mobile Robot for Indoor Environmental Security. 962-969