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23rd 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 II. Lecture Notes in Computer Science 9948, 2016, ISBN 978-3-319-46671-2
Machine Learning
- Hideitsu Hino
, Ken Takano, Shotaro Akaho
Non-parametric e-mixture of Density Functions. 3-10 - Hideitsu Hino
An Entropy Estimator Based on Polynomial Regression with Poisson Error Structure. 11-19 - Katsuyuki Hagiwara:
A Problem in Model Selection of LASSO and Introduction of Scaling. 20-27 - Takashi Fujii, Hidetaka Ito, Seiji Miyoshi:
A Theoretical Analysis of Semi-supervised Learning. 28-36 - Rohitash Chandra
Evolutionary Multi-task Learning for Modular Training of Feedforward Neural Networks. 37-46 - Daniel Berrar:
On the Noise Resilience of Ranking Measures. 47-55 - Satoshi Matsuda:
BPSpike II: A New Backpropagation Learning Algorithm for Spiking Neural Networks. 56-65 - Kazuyuki Hara, Daisuke Saitoh, Takumi Kondou, Satoshi Suzuki, Hayaru Shouno:
Group Dropout Inspired by Ensemble Learning. 66-73 - Gwenaelle Cunha Sergio
Audio Generation from Scene Considering Its Emotion Aspect. 74-81 - Anupriya Gogna, Angshul Majumdar:
Semi Supervised Autoencoder. 82-89 - Artem N. Chernodub, Dimitri Nowicki:
Sampling-Based Gradient Regularization for Capturing Long-Term Dependencies in Recurrent Neural Networks. 90-97 - Javaria Ikram, Yao Lu, Jianwu Li, Nie Hui:
Face Hallucination Using Correlative Residue Compensation in a Modified Feature Space. 98-107 - Hiroaki Sasaki, Yurina Ono, Masashi Sugiyama
Modal Regression via Direct Log-Density Derivative Estimation. 108-116 - Duy Khuong Nguyen, Quoc Tran-Dinh, Tu Bao Ho:
Simplicial Nonnegative Matrix Tri-factorization: Fast Guaranteed Parallel Algorithm. 117-125 - Vinícius R. Máximo
Active Consensus-Based Semi-supervised Growing Neural Gas. 126-135 - Anupriya Gogna, Angshul Majumdar:
Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification. 136-143 - Anupriya Gogna, Angshul Majumdar:
Nuclear Norm Regularized Randomized Neural Network. 144-151 - Yoshitatsu Matsuda, Kazunori Yamaguchi
Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity. 152-159 - Ratchakoon Pruengkarn, Kok Wai Wong, Chun Che Fung
Data Cleaning Using Complementary Fuzzy Support Vector Machine Technique. 160-167 - Ho-Chun Leung, Chi-Sing Leung, Eric W. M. Wong
Fault-Tolerant Incremental Learning for Extreme Learning Machines. 168-176 - Jiangping Huang, Donghong Ji, Shuxin Yao, Wenzhi Huang:
Character-Aware Convolutional Neural Networks for Paraphrase Identification. 177-184 - Shuai Yu, Tao Zhang, Chao Ma, Lei Zhou, Jie Yang, Xiangjian He
Learning a Discriminative Dictionary with CNN for Image Classification. 185-194 - Wei Xue, Wensheng Zhang:
Online Weighted Multi-task Feature Selection. 195-203 - Daisuke Nishio, Koichiro Yamauchi:
Multithreading Incremental Learning Scheme for Embedded System to Realize a High-Throughput. 204-213 - Carlo M. Massimo, Nicolò Navarin
Hyper-Parameter Tuning for Graph Kernels via Multiple Kernel Learning. 214-223 - Yasuyuki Kobayashi
A Corrector for the Sample Mahalanobis Distance Free from Estimating the Population Eigenvalues of Covariance Matrix. 224-232 - Shao-Ming Yang, Yalin Wang, Yong-fei Xue, Bei Sun, Bu-song Yang:
Online Learning Neural Network for Adaptively Weighted Hybrid Modeling. 233-240 - Gergana Angelova Lazarova:
Semi-supervised Support Vector Machines - A Genetic Algorithm Approach. 241-249 - Syukron Abu Ishaq Alfarozi, Kuntpong Woraratpanya, Kitsuchart Pasupa, Masanori Sugimoto:
Hinge Loss Projection for Classification. 250-258 - Syukron Abu Ishaq Alfarozi, Noor Akhmad Setiawan
Analytical Incremental Learning: Fast Constructive Learning Method for Neural Network. 259-268 - Seulki Bae, Youngmin Yi:
Acceleration of Word2vec Using GPUs. 269-279 - Toshisada Mariyama, Kunihiko Fukushima, Wataru Matsumoto:
Automatic Design of Neural Network Structures Using AiS. 280-287 - Frédéric Guillou, Romaric Gaudel, Philippe Preux:
Sequential Collaborative Ranking Using (No-)Click Implicit Feedback. 288-296 - Haiping Zhu, Hongming Shan
Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis. 297-305
Neuromorphic Hardware
- Mutsumi Kimura, Nao Nakamura, Tomoharu Yokoyama, Tokiyoshi Matsuda, Tomoya Kameda, Yasuhiko Nakashima:
Simplification of Processing Elements in Cellular Neural Networks - Working Confirmation Using Circuit Simulation. 309-317 - Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback. 318-325 - Yuka Kudo, Yuki Hayashida
A Retino-Morphic Hardware System Simulating the Graded and Action Potentials in Retinal Neuronal Layers. 326-333 - Tomoki Hamaguchi, Kei Yamaoka, Toshimichi Saito:
Stability Analysis of Periodic Orbits in Digital Spiking Neurons. 334-341 - Tomoya Kameda, Mutsumi Kimura, Yasuhiko Nakashima:
Letter Reproduction Simulator for Hardware Design of Cellular Neural Network Using Thin-Film Synapses - Crosspoint-Type Synapses and Simulation Algorithm. 342-350
Sensory Perception
- Daiki Yamamura, Sano Ayaka, Takashi Tateno:
An Analysis of Current Source Density Profiles Activated by Local Stimulation in the Mouse Auditory Cortex in Vitro. 353-362 - Hisayuki Osanai
Differential Effect of Two Types of Anesthesia on Sound-Driven Oscillations in the Rat Primary Auditory Cortex. 363-371 - Shunsuke Minusa
Developing an Implantable Micro Magnetic Stimulation System to Induce Neural Activity in Vivo. 372-380 - Kazuhiro Sakamoto:
"Figure" Salience as a Meta-Rule for Rule Dynamics in Visual Perception. 381-390 - Yuki Abe, Kazuhisa Fujita
A Neural Network Model for Retaining Object Information Required in a Categorization Task. 391-398
Pattern Recognition
- Siew-Chin Chong
Weighted Discriminant Analysis and Kernel Ridge Regression Metric Learning for Face Verification. 401-410 - Qilin Deng, Yi Yang, Furao Shen, Chaomin Luo
An Incremental One Class Learning Framework for Large Scale Data. 411-418 - Yuta Ichikawa, Shuji Tashiro, Hidetaka Ito, Hiroomi Hikawa:
Gesture Spotting by Using Vector Distance of Self-organizing Map. 419-426 - Keyu Yan, Wenming Zheng, Zhen Cui, Yuan Zong:
Cross-Database Facial Expression Recognition via Unsupervised Domain Adaptive Dictionary Learning. 427-434 - Jing Wang, Xiao Wang, Feng Tian, Chang Hong Liu, Hongchuan Yu, Yanbei Liu:
Adaptive Multi-view Semi-supervised Nonnegative Matrix Factorization. 435-444 - Xiaoyu Wang, Zhao Zhang
Robust Soft Semi-supervised Discriminant Projection for Feature Learning. 445-453 - Zhiqiang Tong
A Hybrid Pooling Method for Convolutional Neural Networks. 454-461 - Amira Naimi, Yousri Kessentini
Multi-nation and Multi-norm License Plates Detection in Real Traffic Surveillance Environment Using Deep Learning. 462-469 - László Szilágyi, Sándor M. Szilágyi, Calin Enachescu:
A Study on Cluster Size Sensitivity of Fuzzy c-Means Algorithm Variants. 470-478
Social Networks
- Qianwen Zhang, Cheng-Chao Huang, Jinkui Xie:
Influence Spread Evaluation and Propagation Rebuilding. 481-490 - Di Zhang, Huifang Ma, Junjie Jia, Li Yu:
A Tag Probability Correlation Based Microblog Recommendation Method. 491-499 - Rafael de Santiago, Wellington Zunino, Fernando Concatto, Luís C. Lamb
A New Model and Heuristic for Infection Minimization by Cutting Relationships. 500-508 - João Eliakin Mota de Oliveira, Moshé Cotacallapa, Wilson Seron
Sentiment and Behavior Analysis of One Controversial American Individual on Twitter. 509-518
Brain-Machine Interface
- Wei Liu, Wei-Long Zheng, Bao-Liang Lu
Emotion Recognition Using Multimodal Deep Learning. 521-529 - Nan Zhang, Wei-Long Zheng, Wei Liu, Bao-Liang Lu
Continuous Vigilance Estimation Using LSTM Neural Networks. 530-537 - Tom Stewart, Kiyoshi Hoshino, Andrzej Cichocki, Tomasz M. Rutkowski
Motor Priming as a Brain-Computer Interface. 538-545 - Andrea Finke
Discriminating Object from Non-object Perception in a Visual Search Task by Joint Analysis of Neural and Eyetracking Data. 546-554 - Dennis Wobrock, Andrea Finke
Assessing the Properties of Single-Trial Fixation-Related Potentials in a Complex Choice Task. 555-563
Computer Vision
- Shonal Chaudhry, Rohitash Chandra
Unconstrained Face Detection from a Mobile Source Using Convolutional Neural Networks. 567-576 - Yang Wang, Xiaoma Xu, Mingtao Pei:
Driver Face Detection Based on Aggregate Channel Features and Deformable Part-Based Model in Traffic Camera. 577-584 - Peng Han, Guangzhen Liu, Songfang Huang, Wenwu Yuan, Zhiwu Lu
Segmentation with Selectively Propagated Constraints. 585-592 - Ziqiang Li
Gaussian-Bernoulli Based Convolutional Restricted Boltzmann Machine for Images Feature Extraction. 593-602 - Wenqi Zhong, Jun Miao, Laiyun Qing:
Gaze Movement Control Neural Network Based on Multidimensional Topographic Class Grouping. 603-610 - Fanghui Liu, Mingna Liu, Tao Zhou, Yu Qiao, Jie Yang:
Incremental Robust Nonnegative Matrix Factorization for Object Tracking. 611-619 - Kazutaka Kikuta, Akira Hirose:
High Precision Direction-of-Arrival Estimation for Wideband Signals in Environment with Interference Based on Complex-Valued Neural Networks. 620-626 - Zhengzhong Zhou, Liqing Zhang:
Content-Based Image Retrieval Using Deep Search. 627-634 - Xiaodong Liu, Yue Zhou:
Robust Part-Based Correlation Tracking. 635-642 - Guang Liu, Zhenghao Chen, Henry Wing Fung Yeung, Yuk Ying Chung, Wei-Chang Yeh
A New Weight Adjusted Particle Swarm Optimization for Real-Time Multiple Object Tracking. 643-651 - Mingxuan Di, Guang Yang, Qinchuan Zhang, Kang Fu, Hongtao Lu:
Fast Visual Object Tracking Using Convolutional Filters. 652-662 - Yurun Ma, Deyuan Wang, Yide Ma, Ruoming Lei, Min Dong, Kemin Wang, Li Wang:
An Effective Approach for Automatic LV Segmentation Based on GMM and ASM. 663-672 - Sujan Chowdhury, Brijesh K. Verma
Position Gradient and Plane Consistency Based Feature Extraction. 673-681 - Hanyi Yu, Yue Zhou:
Fusion of Multi-view Multi-exposure Images with Delaunay Triangulation. 682-689 - Mozammel Chowdhury, Junbin Gao
Detection of Human Faces Using Neural Networks. 690-698 - Tudor Barbu:
Compound PDE-Based Image Restoration Algorithm Using Second-Order and Fourth-Order Diffusions. 699-706 - Feng Sha
Multi-swarm Particle Grid Optimization for Object Tracking. 707-714 - Liang Wang
Energy-Based Multi-plane Detection from 3D Point Clouds. 715-722 - Wanlin Gan, Yue Zhou, Liming He:
Bi-Lp-Norm Sparsity Pursuiting Regularization for Blind Motion Deblurring. 723-730
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