| 2016 | A Deep Neural Network Architecture Using Dimensionality Reduction with Sparse Matrices. | Wataru Matsumoto, Manabu Hagiwara, Petros T. Boufounos, Kunihiko Fukushima, Toshisada Mariyama, Xiongxin Zhao |
| 2016 | Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network. | Toshitaka Matsuki, Katsunari Shibata |
| 2016 | Gram-Schmidt Orthonormalization to the Adaptive ICA Function for Fixing the Permutation Ambiguity. | Yoshitatsu Matsuda, Kazunori Yamaguchi |
| 2016 | BPSpike II: A New Backpropagation Learning Algorithm for Spiking Neural Networks. | Satoshi Matsuda |
| 2016 | An Iterative Incremental Learning Algorithm for Complex-Valued Hopfield Associative Memory. | Naoki Masuyama, Chu Kiong Loo |
| 2016 | Hyper-Parameter Tuning for Graph Kernels via Multiple Kernel Learning. | Carlo M. Massimo, Nicol Navarin, Alessandro Sperduti |
| 2016 | Automatic Design of Neural Network Structures Using AiS. | Toshisada Mariyama, Kunihiko Fukushima, Wataru Matsumoto |
| 2016 | Neural Network Based Association Rule Mining from Uncertain Data. | Sameen Mansha, Zaheer Babar, Faisal Kamiran, Asim Karim |
| 2016 | Stability of Periodic Orbits in Dynamic Binary Neural Networks with Ternary Connection. | Kazuma Makita, Ryuji Sato, Toshimichi Saito |
| 2016 | The Effect of Reward Information on Perceptual Decision-Making. | Devu Mahesan, Manisha Chawla, Krishna P. Miyapuram |
| 2016 | Unsupervised Video Hashing by Exploiting Spatio-Temporal Feature. | Chao Ma, Yun Gu, Wei Liu, Jie Yang, Xiangjian He |
| 2016 | A Swarm Intelligence Algorithm Inspired by Twitter. | Zhihui Lv, Furao Shen, Jinxi Zhao, Tao Zhu |
| 2016 | Real-Time Action Recognition in Surveillance Videos Using ConvNets. | Sheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel |
| 2016 | Data-Based Optimal Tracking Control of Nonaffine Nonlinear Discrete-Time Systems. | Biao Luo, Derong Liu, Tingwen Huang, Chao Li |
| 2016 | A Non-linear Label Compression Coding Method Based on Five-Layer Auto-Encoder for Multi-label Classification. | Jiapeng Luo, Lei Cao, Jianhua Xu |
| 2016 | Fast Dual-Tree Wavelet Composite Splitting Algorithms for Compressed Sensing MRI. | Jianwu Li, Jinpeng Zhou, Qiang Tu, Javaria Ikram, Zhengchao Dong |
| 2016 | A Novel Graph Regularized Sparse Linear Discriminant Analysis Model for EEG Emotion Recognition. | Yang Li, Wenming Zheng, Zhen Cui, Xiaoyan Zhou |
| 2016 | Hyper-parameter Optimization of Sticky HDP-HMM Through an Enhanced Particle Swarm Optimization. | Jiaxi Li, Junfu Yin, Yuk Ying Chung, Feng Sha |
| 2016 | Data-Driven Design of Type-2 Fuzzy Logic System by Merging Type-1 Fuzzy Logic Systems. | Chengdong Li, Li Wang, Zixiang Ding, Guiqing Zhang |
| 2016 | Emotion Recognition Using Multimodal Deep Learning. | Wei Liu, Wei-Long Zheng, Bao-Liang Lu |
| 2016 | Robust Part-Based Correlation Tracking. | Xiaodong Liu, Yue Zhou |
| 2016 | Incremental Robust Nonnegative Matrix Factorization for Object Tracking. | Fanghui Liu, Mingna Liu, Tao Zhou, Yu Qiao, Jie Yang |
| 2016 | Pedestrian Detection Using Deep Channel Features in Monocular Image Sequences. | Zhao Liu, Yang He, Yi Xie, Hongyan Gu, Chao Liu, Mingtao Pei |
| 2016 | Noisy Softplus: A Biology Inspired Activation Function. | Qian Liu, Steve B. Furber |
| 2016 | A New Weight Adjusted Particle Swarm Optimization for Real-Time Multiple Object Tracking. | Guang Liu, Zhenghao Chen, Henry Wing Fung Yeung, Yuk Ying Chung, Wei-Chang Yeh |