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ORCID23rd ICONIP 2016: Kyoto, Japan
- Akira Hirose, Seiichi Ozawa, Kenji Doya, Kazushi Ikeda, Minho Lee, Derong Liu:
Neural Information Processing - 23rd International Conference, ICONIP 2016, Kyoto, Japan, October 16-21, 2016, Proceedings, Part IV. Lecture Notes in Computer Science 9950, 2016, ISBN 978-3-319-46680-4
Applications
- Shih Yin Ooi, Shing Chiang Tan
, Wooi Ping Cheah:
Classifying Human Activities with Temporal Extension of Random Forest. 3-10 - Boris Bacic:
Echo State Network Ensemble for Human Motion Data Temporal Phasing: A Case Study on Tennis Forehands. 11-18 - Myunggi Lee, Hyeogjin Lee, Jiyong Oh, Hak Jong Lee, Seung Hyup Kim, Nojun Kwak:
Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks. 19-27 - Kazumasa Horie, Atsuo Suemitsu, Tomohiro Tanno, Masahiko Morita:
Direct Estimation of Wrist Joint Angular Velocities from Surface EMGs by Using an SDNN Function Approximator. 28-35 - Dabeeruddin Syed, Jadran Sessa, Andreas Henschel, Davor Svetinovic:
Data Analysis of Correlation Between Project Popularity and Code Change Frequency. 36-43 - Li Zhang, Xiaojuan Huang, Bangjun Wang, Fanzhang Li, Zhao Zhang:
Hidden Space Neighbourhood Component Analysis for Cancer Classification. 44-51 - Jae-Min Yu, Sung-Bae Cho:
Prediction of Bank Telemarketing with Co-training of Mixture-of-Experts and MLP. 52-59 - Marcos Álvares, Fernando Buarque de Lima Neto, Tshilidzi Marwala:
Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps. 60-69 - Yuxin Ding, Siyi Zhu, Xiaoling Xia:
Android Malware Detection Method Based on Function Call Graphs. 70-77 - Kazuhide Ichikawa, Akira Hirose:
Proposal of Singular-Unit Restoration by Focusing on the Spatial Continuity of Topographical Statistics in Spectral Domain. 78-85 - Peisong Zhu, Tieyun Qian, Ming Zhong, Xuhui Li:
Inferring Users' Gender from Interests: A Tag Embedding Approach. 86-94 - László Szilágyi, Gellért Dénesi, Calin Enachescu:
Fast Color Quantization via Fuzzy Clustering. 95-103 - Xin Wang, Yuanchao Liu, Chengjie Sun, Ming Liu, Xiaolong Wang:
Extended Dependency-Based Word Embeddings for Aspect Extraction. 104-111 - Jiani Zhang, Irwin King:
Topological Order Discovery via Deep Knowledge Tracing. 112-119 - Minmei Wang, Bo Zhao, Yihua Huang:
PTR: Phrase-Based Topical Ranking for Automatic Keyphrase Extraction in Scientific Publications. 120-128 - Sameen Mansha, Zaheer Babar, Faisal Kamiran, Asim Karim:
Neural Network Based Association Rule Mining from Uncertain Data. 129-136 - Marco Antonio Álvarez, Carlos Dafonte, Daniel Garabato, Minia Manteiga:
Analysis and Knowledge Discovery by Means of Self-Organizing Maps for Gaia Data Releases. 137-144
Computational and Cognitive Neurosciences
- Fumiaki Saitoh:
The Impact of Adaptive Regularization of the Demand Predictor on a Multistage Supply Chain Simulation. 147-155 - Devu Mahesan, Manisha Chawla, Krishna P. Miyapuram:
The Effect of Reward Information on Perceptual Decision-Making. 156-163 - Altaf Hussain Abro, Jan Treur:
Doubting What to Eat: A Computational Model for Food Choice Using Different Valuing Perspectives. 164-174 - Yang Li, Wenming Zheng, Zhen Cui, Xiaoyan Zhou:
A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition. 175-182 - Takuma Tanaka:
Information Maximization in a Feedforward Network Replicates the Stimulus Preference of the Medial Geniculate and the Auditory Cortex. 183-190 - Daiki Nakamura, Shunji Satoh:
A Simple Visual Model Accounts for Drift Illusion and Reveals Illusory Patterns. 191-198 - Masazumi Katayama, Yusuke Akimaru:
An Internal Model of the Human Hand Affects Recognition of Graspable Tools. 199-207 - K. Kudou, Kô Sakai:
Perceptual Representation of Material Quality: Adaptation to BRDF-Morphing Images. 208-212 - Kazuhisa Fujita, Yoshiki Kashimori:
GPU-Accelerated Simulations of an Electric Stimulus and Neural Activities in Electrolocation. 213-220 - Hideaki Kawano, Akinori Seo, Zohreh Gholami Doborjeh, Nikola K. Kasabov, Maryam Gholami Doborjeh:
Analysis of Similarity and Differences in Brain Activities Between Perception and Production of Facial Expressions Using EEG Data and the NeuCube Spiking Neural Network Architecture. 221-227 - Ryoichi Nakajo, Maasa Takahashi, Shingo Murata, Hiroaki Arie, Tetsuya Ogata:
Self and Non-self Discrimination Mechanism Based on Predictive Learning with Estimation of Uncertainty. 228-235 - Erich Schikuta, Abdelkader Magdy, A. Baith Mohamed:
A Framework for Ontology Based Management of Neural Network as a Service. 236-243 - Ohki Katakura, Tadashi Yamazaki:
Computational Model of the Cerebellum and the Basal Ganglia for Interval Timing Learning. 244-251 - Keiichiro Inagaki, Yutaka Hirata:
Bihemispheric Cerebellar Spiking Network Model to Simulate Acute VOR Motor Learning. 252-258
Theory and Algorithms
- Kenshi Uchihashi, Atsunori Kanemura:
Modeling the Propensity Score with Statistical Learning. 261-269 - Ruibin Feng, Chi-Sing Leung, John Sum:
Analysis of the DNN-kWTA Network Model with Drifts in the Offset Voltages of Threshold Logic Units. 270-278 - Tsukasa Tsuyuki, Yuki Yamamoto, Tadashi Yamazaki:
Efficient Numerical Simulation of Neuron Models with Spatial Structure on Graphics Processing Units. 279-285 - Nesrine Grati, Achraf Ben-Hamadou, Mohamed Hammami:
A Scalable Patch-Based Approach for RGB-D Face Recognition. 286-293 - Katherine L. Silversides, Arman Melkumyan:
Gaussian Processes Based Fusion of Multiple Data Sources for Automatic Identification of Geological Boundaries in Mining. 294-301 - Koki Sakata, Shota Sakashita, Kazuya Matsuo, Shuichi Kurogi:
Speaker Detection in Audio Stream via Probabilistic Prediction Using Generalized GEBI. 302-311 - Shota Sakashita, Satoshi Takeguchi, Kazuya Matsuo, Shuichi Kurogi:
Probabilistic Prediction for Text-Prompted Speaker Verification Capable of Accepting Spoken Words with the Same Meaning but Different Pronunciations. 312-320 - Shikha Gupta, Veena Thenkanidiyoor, Aroor Dinesh Dileep:
Segment-Level Probabilistic Sequence Kernel Based Support Vector Machines for Classification of Varying Length Patterns of Speech. 321-328 - Xingyuan Bu, Mingtao Pei, Yunde Jia:
Attention Estimation for Input Switch in Scalable Multi-display Environments. 329-336 - Vanika Singhal, Anupriya Gogna, Angshul Majumdar:
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. 337-344 - Yushi Yao, Zheng Huang:
Bi-directional LSTM Recurrent Neural Network for Chinese Word Segmentation. 345-353 - Tetsuya Sakurai, Akira Imakura, Yuto Inoue, Yasunori Futamura:
Alternating Optimization Method Based on Nonnegative Matrix Factorizations for Deep Neural Networks. 354-362 - Dongxu Tan, Junmin Wu, Huanxin Zheng, Yan Yin, Yaxin Liu:
Fissionable Deep Neural Network. 363-371 - Shin Kamada, Takumi Ichimura:
A Structural Learning Method of Restricted Boltzmann Machine by Neuron Generation and Annihilation Algorithm. 372-380 - Takashi Shinozaki:
Semi-supervised Learning for Convolutional Neural Networks Using Mild Supervisory Signals. 381-388 - Tohru Nitta:
On the Singularity in Deep Neural Networks. 389-396 - Wataru Matsumoto, Manabu Hagiwara, Petros T. Boufounos, Kunihiko Fukushima, Toshisada Mariyama, Xiongxin Zhao:
A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices. 397-404 - Qian Liu, Steve B. Furber:
Noisy Softplus: A Biology Inspired Activation Function. 405-412 - Martin Andrews:
Compressing Word Embeddings. 413-422 - Naoki Masuyama, Chu Kiong Loo:
An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory. 423-431 - Hongxi Wei, Guanglai Gao, Xiangdong Su:
LDA-Based Word Image Representation for Keyword Spotting on Historical Mongolian Documents. 432-441 - Ryotaro Kamimura:
Solving the Vanishing Information Problem with Repeated Potential Mutual Information Maximization. 442-451 - Andrew P. Paplinski:
Self-organization on a Sphere with Application to Topological Ordering of Chinese Characters. 452-459 - Jing Gao, Jianyu Lv, Xin Song:
A Spectrum Allocation Algorithm Based on Optimization and Protection in Cognitive Radio Networks. 460-469 - Xiaoling Gong, Jian Wang, Yanjiang Wang, Jacek M. Zurada:
A Conjugate Gradient-Based Efficient Algorithm for Training Single-Hidden-Layer Neural Networks. 470-478 - Hirofumi Miyajima, Noritaka Shigei, Hiromi Miyajima:
The Ability of Learning Algorithms for Fuzzy Inference Systems Using Vector Quantization. 479-488 - Xinyu Zhou, Mingwen Wang, Jianyi Wan, Jiali Zuo:
An Improved Multi-strategy Ensemble Artificial Bee Colony Algorithm with Neighborhood Search. 489-496 - Arnulfo P. Azcarraga, Arces Talavera, Judith J. Azcarraga:
Gender-Specific Classifiers in Phoneme Recognition and Academic Emotion Detection. 497-504 - Xibin Jia, Xiaobo Li, Hua Du, Bir Bhanu:
Local Invariance Representation Learning Algorithm with Multi-layer Extreme Learning Machine. 505-513 - Yu Tang, Zhao Zhang, Weiming Jiang:
Two-Dimensional Soft Linear Discriminant Projection for Robust Image Feature Extraction and Recognition. 514-521 - Atsutomo Murai, Tetsuo Matsui:
Asymmetric Synaptic Connections in Z(2) Gauge Neural Network. 522-530 - Arnulfo P. Azcarraga, Fritz Kevin Flores:
SOMphony: Visualizing Symphonies Using Self Organizing Maps. 531-537 - Jana Backhus, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo, Masanori Sugimoto:
Online EM for the Normalized Gaussian Network with Weight-Time-Dependent Updates. 538-546 - Jiangping Huang, Dong-Hong Ji, Shuxin Yao, Wenzhi Huang, Bo Chen:
Learning Phrase Representations Based on Word and Character Embeddings. 547-554 - Manal Abdulaziz Alshehri, Salma Kammoun Jarraya, Hanêne Ben-Abdallah:
A Mobile-Based Obstacle Detection Method: Application to the Assistance of Visually Impaired People. 555-564 - Mehala Balamurali, Arman Melkumyan:
t-SNE Based Visualisation and Clustering of Geological Domain. 565-572 - Biao Luo, Derong Liu, Tingwen Huang, Chao Li:
Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. 573-581 - Zhiwei Tao, Li Zhang, Bangjun Wang, Fanzhang Li:
Time Series Classification Based on Multi-codebook Important Time Subsequence Approximation Algorithm. 582-589 - Mitsuki Toidani, Kazuya Matsuo, Shuichi Kurogi:
Performance Improvement via Bagging in Ensemble Prediction of Chaotic Time Series Using Similarity of Attractors and LOOCV Predictable Horizon. 590-598 - Muhammad Izhan Noorzi, Ibrahima Faye:
A Review of EEG Signal Simulation Methods. 599-608 - Jianbin Jiang, Yue Zhou, Liming He:
A New Blind Image Quality Assessment Based on Pairwise. 609-617 - Macario O. Cordel II, Arren Matthew C. Antioquia, Arnulfo P. Azcarraga:
Self-organizing Maps as Feature Detectors for Supervised Neural Network Pattern Recognition. 618-625 - Harshani Perera, Mohd Fairuz Shiratuddin, Kok Wai Wong:
A Review of Electroencephalogram-Based Analysis and Classification Frameworks for Dyslexia. 626-635 - Ligang Zhang, Brijesh K. Verma:
Rule-Based Grass Biomass Classification for Roadside Fire Risk Assessment. 636-644 - Zohreh Gholami Doborjeh, Maryam Gholami Doborjeh, Nikola K. Kasabov:
Efficient Recognition of Attentional Bias Using EEG Data and the NeuCube Evolving Spatio-Temporal Data Machine. 645-653
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