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18th ICONIP 2011: Shanghai, China
- Bao-Liang Lu, Liqing Zhang, James T. Kwok:
Neural Information Processing - 18th International Conference, ICONIP 2011, Shanghai, China, November 13-17, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7062, Springer 2011, ISBN 978-3-642-24954-9
Perception, Emotion and Development
- Sanming Song, Hongxun Yao:
Stable Fast Rewiring Depends on the Activation of Skeleton Voxels. 1-8 - Jan Treur
:
A Computational Agent Model for Hebbian Learning of Social Interaction. 9-19 - Yoshitatsu Matsuda, Kazunori Yamaguchi
An Information Theoretic Approach to Joint Approximate Diagonalization. 20-27 - Marco Gori, Stefano Melacci
Support Constraint Machines. 28-37 - Youngseol Lee, Sung-Bae Cho:
Human Activity Inference Using Hierarchical Bayesian Network in Mobile Contexts. 38-45 - Yuna Negishi, Zhang Dou, Yasue Mitsukura:
Estimation System for Human-Interest Degree while Watching TV Commercials Using EEG. 46-53 - André Borges Cavalcante, Allan Kardec Barros
Effects of Second-Order Statistics on Independent Component Filters. 54-61 - Yoshitaka Mutoh, Yoshiki Kashimori:
Neural Model of Auditory Cortex for Binding Sound Intensity and Frequency Information in Bat's Echolocation. 62-69 - Shuichi Kurogi, Shota Mineishi, Tomohiro Tsukazaki, Takeshi Nishida:
Naive Bayesian Multistep Speaker Recognition Using Competitive Associative Nets. 70-78 - Wei Qiu, Kô Sakai:
Medial Axis for 3D Shape Representation. 79-87 - Mohammad Saifullah:
A Biologically Inspired Model for Occluded Patterns. 88-96
Bioinformatics
- Xuan Vinh Nguyen
Dynamic Bayesian Network Modeling of Cyanobacterial Biological Processes via Gene Clustering. 97-106 - Jingru Xu, Yuehui Chen:
Discrimination of Protein Thermostability Based on a New Integrated Neural Network. 107-112 - Quang Vinh Nguyen
Visual Analytics of Clinical and Genetic Datasets of Acute Lymphoblastic Leukaemia. 113-120 - Yang Yu, Lei Lin, Chengjie Sun, Xiaolong Wang, Xuan Wang:
Complex Detection Based on Integrated Properties. 121-128 - Wen Liang, Yingjie Hu, Nikola K. Kasabov
Exploring Associations between Changes in Ambient Temperature and Stroke Occurrence: Comparative Analysis Using Global and Personalised Modelling Approaches. 129-137 - Young-Min Jang, Sangil Lee, Rammohan Mallipeddi, Ho-Wan Kwak, Minho Lee:
Recognition of Human's Implicit Intention Based on an Eyeball Movement Pattern Analysis. 138-145 - Yang Wu, Liqing Zhang:
ECG Classification Using ICA Features and Support Vector Machines. 146-154 - Sihui Qi, Yang Yang, Anjun Song:
Feature Reduction Using a Topic Model for the Prediction of Type III Secreted Effectors. 155-163
Biologically Inspired Vision and Recognition
- Huiyun Jing, Xin He, Qi Han, Xiamu Niu:
A Saliency Detection Model Based on Local and Global Kernel Density Estimation. 164-171 - Fang Fang, Laiyun Qing, Jun Miao, Xilin Chen, Wen Gao:
Saliency Detection Based on Scale Selectivity of Human Visual System. 172-181 - Lijuan Duan, Chunpeng Wu, Haitao Qiao, Jili Gu, Jun Miao, Laiyun Qing, Zhen Yang:
Bio-inspired Visual Saliency Detection and Its Application on Image Retargeting. 182-189 - Manuel Domínguez-Morales
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation. 190-198 - Manuel Ramon López-Torres
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation. 199-208 - Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-Closed Autonomous Development. 209-216 - Hyun Ah Song, Sung-Do Choi, Soo-Young Lee:
Enhanced Discrimination of Face Orientation Based on Gabor Filters. 217-224 - Shuzhi Sam Ge
Visual Cortex Inspired Junction Detection. 225-232
Bio-medical Data Analysis
- Yu Cheng, Lan Wang, Jinglu Hu:
A Quasi-linear Approach for Microarray Missing Value Imputation. 233-240 - Qiang Wang, Qingqing Chang, Yu Qiao, Yuyuan Zhu, Gang Huang, Jie Yang:
Knowledge-Based Segmentation of Spine and Ribs from Bone Scintigraphy. 241-248 - Yu Qiao, Jie Yang:
Adaptive Region Growing Based on Boundary Measures. 249-256 - Qingqing Chang, Qiang Wang, Yu Qiao, Yuyuan Zhu, Gang Huang, Jie Yang:
Adaptive Detection of Hotspots in Thoracic Spine from Bone Scintigraphy. 257-264 - Wenlu Yang, Fangyu He, Xinyun Chen, Xudong Huang:
ICA-Based Automatic Classification of PET Images from ADNI Database. 265-272
Brain Signal Processing
- Jing Jin
A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI. 273-278 - Qibin Zhao, Akinari Onishi
A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. 279-286 - Yu Zhang
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. 287-295 - Lijuan Duan, Xuebin Wang, Zhen Yang, Haiyan Zhou, Chunpeng Wu, Qi Zhang, Jun Miao:
An Emotional Face Evoked EEG Signal Recognition Method Based on Optimal EEG Feature and Electrodes Selection. 296-305 - JungHoe Kim, Jong-Hwan Lee
Functional Connectivity Analysis with Voxel-Based Morphometry for Diagnosis of Mild Cognitive Impairment. 306-313 - Gen Hori, Jianting Cao:
An Application of Translation Error to Brain Death Diagnosis. 314-321 - Arao Funase, Andrzej Cichocki
Research on Relationship between Saccadic Eye Movements and EEG Signals in the Case of Free Movements and Cued Movements. 322-328
Brain-Computer Interfaces
- Jun Li
A Probabilistic Model for Discovering High Level Brain Activities from fMRI. 329-336 - Zhi-Jun Qiu, Hongyan Zhang, Xin Tian:
Research of EEG from Patients with Temporal Lobe Epilepsy on Causal Analysis of Directional Transfer Functions. 337-344 - Tao Zhang, Kunhan Xu:
Multifractal Analysis of Intracranial EEG in Epilepticus Rats. 345-351 - Wee Lih Lee, Yee Hong Leung, Tele Tan
P300 Response Classification in the Presence of Magnitude and Latency Fluctuations. 352-359 - Shuichi Matsuzaki, Yusuke Shiina, Yasuhiro Wada
Adaptive Classification for Brain-Machine Interface with Reinforcement Learning. 360-369 - Toshikazu Samura, Yasuomi D. Sato, Yuji Ikegaya
Power Laws for Spontaneous Neuronal Activity in Hippocampal CA3 Slice Culture. 370-379 - Jing-Nan Gu, Hong-Jun Liu, Hong-Tao Lu, Bao-Liang Lu
An Integrated Hierarchical Gaussian Mixture Model to Estimate Vigilance Level Based on EEG Recordings. 380-387 - Michal Vavrecka
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task. 388-395 - Tan Vo, Tom Gedeon:
Reading Your Mind: EEG during Reading Task. 396-403 - Hong-Bin Yu, Hong-Tao Lu:
Vigilance Estimation Based on Statistic Learning with One ICA Component of EEG Signal. 404-412
Brain-Like Systems
- Andrew P. Paplinski
A Recurrent Multimodal Network for Binding Written Words and Sensory-Based Semantics into Concepts. 413-422 - Tibor Bosse, Vikas Chandra, Eve Mitleton-Kelly, C. Natalie van der Wal
Analysis of Beliefs of Survivors of the 7/7 London Bombings: Application of a Formal Model for Contagion of Mental States. 423-434 - Sanming Song, Hongxun Yao:
Modular Scale-Free Function Subnetworks in Auditory Areas. 435-442 - Michal Vavrecka
Bio-inspired Model of Spatial Cognition. 443-450 - Nuttapod Nuntalid, Kshitij Dhoble, Nikola K. Kasabov
EEG Classification with BSA Spike Encoding Algorithm and Evolving Probabilistic Spiking Neural Network. 451-460 - Jinling Wang
A New Learning Algorithm for Adaptive Spiking Neural Networks. 461-468
Brain-Realistic Models for Learning, Memory and Embodied Cognition
- Ning Ning, Kaijun Yi, Kejie Huang
Axonal Slow Integration Induced Persistent Firing Neuron Model. 469-476 - Huajin Tang, Weiwei Huang:
Brain Inspired Cognitive System for Learning and Memory. 477-484 - Weiwei Huang, Huajin Tang, Jiali Yu, Chin Hiong Tan:
A Neuro-cognitive Robot for Spatial Navigation. 485-492 - Chin Hiong Tan, Eng Yeow Cheu, Jun Hu, Qiang Yu, Huajin Tang:
Associative Memory Model of Hippocampus CA3 Using Spike Response Neurons. 493-500 - Sungmoon Jeong, Yunjung Park, Hiroaki Arie, Jun Tani, Minho Lee:
Goal-Oriented Behavior Generation for Visually-Guided Manipulation Task. 501-508
Clifford Algebraic Neural Networks
- Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi:
Dynamic Complex-Valued Associative Memory with Strong Bias Terms. 509-518 - Tohru Nitta:
Widely Linear Processing of Hypercomplex Signals. 519-525 - Akira Hirose, Shotaro Yoshida:
Comparison of Complex- and Real-Valued Feedforward Neural Networks in Their Generalization Ability. 526-531 - Ryota Ikeuchi, Kazushi Ikeda
An Automatic Music Transcription Based on Translation of Spectrum and Sound Path Estimation. 532-540 - Abdul Rahman Hafiz
Real-Time Hand Gesture Recognition Using Complex-Valued Neural Network (CVNN). 541-549 - Md. Faijul Amin, Muhammad Ilias Amin, Ahmed Yarub H. Al-Nuaimi, Kazuyuki Murase
Wirtinger Calculus Based Gradient Descent and Levenberg-Marquardt Learning Algorithms in Complex-Valued Neural Networks. 550-559 - Yasuaki Kuroe, Shinpei Tanigawa, Hitoshi Iima:
Models of Hopfield-Type Clifford Neural Networks and Their Energy Functions - Hyperbolic and Dual Valued Networks -. 560-569
Combining Multiple Learners
- Nistor Grozavu, Younès Bennani
Simultaneous Pattern and Variable Weighting during Topological Clustering. 570-579 - Ghazal Jaber, Antoine Cornuéjols, Philippe Tarroux:
Predicting Concept Changes Using a Committee of Experts. 580-588 - Luming Zhang, Mingli Song, Wei Bian, Dacheng Tao, Xiao Liu, Jiajun Bu, Chun Chen:
Feature Relationships Hypergraph for Multimodal Recognition. 589-598 - Nicoleta Rogovschi, Mohamed Nadif
Weighted Topological Clustering for Categorical Data. 599-607 - Antoine Cornuéjols, Christine Martin:
Unsupervised Object Ranking Using Not Even Weak Experts. 608-616
Computational Advances in Bioinformatics
- Fan Yang, Lin Wang:
Research on Classification Methods of Glycoside Hydrolases Mechanism. 617-624 - Md. Kamrul Islam, Madhu Chetty
A Memetic Approach to Protein Structure Prediction in Triangular Lattices. 625-635 - Md. Kamrul Islam, Madhu Chetty
Conflict Resolution Based Global Search Operators for Long Protein Structures Prediction. 636-645 - Yingjie Hu, Nikola K. Kasabov
Personalised Modelling on SNPs Data for Crohn's Disease Prediction. 646-653 - Yau-King Lam, Peter Wai-Ming Tsang, Chi-Sing Leung
Improved Gene Clustering Based on Particle Swarm Optimization, K-Means, and Cluster Matching. 654-661 - Yau-King Lam, Wuchao Situ, Peter Wai-Ming Tsang, Chi-Sing Leung
Comparison between the Applications of Fragment-Based and Vertex-Based GPU Approaches in K-Means Clustering of Time Series Gene Expression Data. 662-667 - Phit Ling Tan, Shing Chiang Tan
A Modified Two-Stage SVM-RFE Model for Cancer Classification Using Microarray Data. 668-675 - Pitak Sootanan, Asawin Meechai, Santitham Prom-on, Jonathan Hoyin Chan:
Pathway-Based Microarray Analysis with Negatively Correlated Feature Sets for Disease Classification. 676-683
Computational-Intelligent Human Computer Interaction
- Jia-Ping Lin, Yong-Sheng Chen
Person Identification Using Electroencephalographic Signals Evoked by Visual Stimuli. 684-691 - Trung Le, Dat Tran
Generalised Support Vector Machine for Brain-Computer Interface. 692-700 - Chin-Teng Lin
An EEG-Based Brain-Computer Interface for Dual Task Driving Detection. 701-708 - Jie Wu, Li-Chen Shi, Bao-Liang Lu
Removing Unrelated Features Based on Linear Dynamical System for Motor-Imagery-Based Brain-Computer Interface. 709-716 - Li-Wei Ko, Chun-Shu Wei
EEG-Based Motion Sickness Estimation Using Principal Component Regression. 717-724 - Li-Chen Shi, Yang Li, Rui-Hua Sun, Bao-Liang Lu
A Sparse Common Spatial Pattern Algorithm for Brain-Computer Interface. 725-733 - Xiao-Wei Wang, Dan Nie, Bao-Liang Lu
EEG-Based Emotion Recognition Using Frequency Domain Features and Support Vector Machines. 734-743
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