Ausgabe 3/2018
Special Issue: ICONIP2016
Inhalt (32 Artikel)
Support Vector Machine Histogram: New Analysis and Architecture Design Method of Deep Convolutional Neural Network
Satoshi Suzuki, Hayaru Shouno
Feature Analysis of Unsupervised Learning for Multi-task Classification Using Convolutional Neural Network
Jonghong Kim, Waqas Bukhari, Minho Lee
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning
Vanika Singhal, Angshul Majumdar
Parallel Implementation of the Nonlinear Semi-NMF Based Alternating Optimization Method for Deep Neural Networks
Akira Imakura, Yuto Inoue, Tetsuya Sakurai, Yasunori Futamura
Sparse Auto-encoder with Smoothed Regularization
Li Zhang, Yaping Lu, Bangjun Wang, Fanzhang Li, Zhao Zhang
DropCircuit : A Modular Regularizer for Parallel Circuit Networks
Kien Tuong Phan, Tomas Henrique Maul, Tuong Thuy Vu, Weng Kin Lai
Deep Learning and Preference Learning for Object Tracking: A Combined Approach
Shuchao Pang, Juan José del Coz, Zhezhou Yu, Oscar Luaces, Jorge Díez
Unsupervised Video Hashing via Deep Neural Network
Chao Ma, Yun Gu, Chen Gong, Jie Yang, Deying Feng
Gauge Neural Network with Z(2) Synaptic Variables: Phase Structure and Simulation of Learning and Recalling Patterns
Atsutomo Murai, Tetsuo Matsui
Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation
Shenglin Zhao, Irwin King, Michael R. Lyu
Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks
Rohitash Chandra, Abhishek Gupta, Yew-Soon Ong, Chi-Keong Goh
Hierarchical Tensor SOM Network for Multilevel–Multigroup Analysis
Hideaki Ishibashi, Tetsuo Furukawa
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Passivity Analysis of Stochastic Memristor-Based Complex-Valued Recurrent Neural Networks with Mixed Time-Varying Delays
Jian Guo, Zhendong Meng, Zhengrong Xiang
Passivity of Reaction–Diffusion Genetic Regulatory Networks with Time-Varying Delays
Chengye Zou, Xiaopeng Wei, Qiang Zhang, Changjun Zhou
Single Multiplicative Neuron Model Artificial Neural Network with Autoregressive Coefficient for Time Series Modelling
Ozge Cagcag Yolcu, Eren Bas, Erol Egrioglu, Ufuk Yolcu
Robust Norm-Based Sparse Dictionary Coding Regularization of Homogenous and Heterogenous Graph Embeddings for Image Classifications
Yuting Tao, Jian Yang, Wenming Gui
Face Recognition Using Gabor-Based Feature Extraction and Feature Space Transformation Fusion Method for Single Image per Person Problem
Li Li, Hongwei Ge, Yubing Tong, Yixin Zhang
Heterogeneous Similarity Learning for More Practical Kinship Verification
Xiaoqian Qin, Dakun Liu, Dong Wang
A L-BFGS Based Learning Algorithm for Complex-Valued Feedforward Neural Networks
Rongrong Wu, He Huang, Xusheng Qian, Tingwen Huang
Local Bifurcation Analysis of a Fractional-Order Dynamic Model of Genetic Regulatory Networks with Delays
Qingshan Sun, Min Xiao, Binbin Tao