| 2016 | Action Recognition in Surveillance Video Using ConvNets and Motion History Image. | Sheng Luo, Haojin Yang, Cheng Wang, Xiaoyin Che, Christoph Meinel |
| 2016 | Hierarchical Networks-on-Chip Interconnect for Astrocyte-Neuron Network Hardware. | Junxiu Liu, Jim Harkin, Liam McDaid, George Martin |
| 2016 | Deep Convolutional Neural Networks for Classifying Body Constitution. | Haiteng Li, Bin Xu, Nanyue Wang, Jia Liu |
| 2016 | Effect of Neural Controller on Adaptive Cruise Control. | Arden Kuyumcu, Neslihan Serap Sengr |
| 2016 | Method for Estimating Neural Network Topology Based on SPIKE-Distance. | Kaori Kuroda, Mikio Hasegawa |
| 2016 | Local Reject Option for Deterministic Multi-class SVM. | Johannes Kummert, Benjamin Paassen, Joris Jensen, Christina Gpfert, Barbara Hammer |
| 2016 | Three Approaches to Train Echo State Network Actors of Adaptive Critic Design. | Petia D. Koprinkova-Hristova |
| 2016 | A Deep Learning Approach for Hand Posture Recognition from Depth Data. | Thomas Kopinski, Fabian Sachara, Alexander Gepperth, Uwe Handmann |
| 2016 | Neural Networks Simulation of Distributed Control Problems with State and Control Constraints. | Tibor Kmet, Maria Kmetova |
| 2016 | Sparse Extreme Learning Machine Classifier Using Empirical Feature Mapping. | Takuya Kitamura |
| 2016 | Adaptive Natural Gradient Learning Algorithms for Unnormalized Statistical Models. | Ryo Karakida, Masato Okada, Shun-ichi Amari |
| 2016 | Learning to Enumerate. | Patrick Jrger, Yukino Baba, Hisashi Kashima |
| 2016 | The Performance of a Biologically Plausible Model of Visual Attention to Localize Objects in a Virtual Reality. | Amirhossein Jamalian, Frederik Beuth, Fred H. Hamker |
| 2016 | Increase of the Resistance to Noise in Data for Neural Network Solution of the Inverse Problem of Magnetotellurics with Group Determination of Parameters. | Igor Isaev, Eugeny Obornev, Ivan Obornev, Mikhail Shimelevich, Sergey Dolenko |
| 2016 | Adaptive Proposer for Ultimatum Game. | Frantisek Hula, Marko Ruman, Miroslav Krn |
| 2016 | Bi-Modal Deep Boltzmann Machine Based Musical Emotion Classification. | Moyuan Huang, Wenge Rong, Tom Arjannikov, Nan Jiang, Zhang Xiong |
| 2016 | Non-negative Kernel Sparse Coding for the Analysis of Motion Data. | Babak Hosseini, Felix Hlsmann, Mario Botsch, Barbara Hammer |
| 2016 | Restricted Boltzmann Machines Without Random Number Generators for Efficient Digital Hardware Implementation. | Sansei Hori, Takashi Morie, Hakaru Tamukoh |
| 2016 | The Effects of Regularization on Learning Facial Expressions with Convolutional Neural Networks. | Tobias Hinz, Pablo V. A. Barros, Stefan Wermter |
| 2016 | Effect of Pre- and Postsynaptic Firing Patterns on Synaptic Competition. | Nobuhiro Hinakawa, Katsunori Kitano |
| 2016 | Kernel Depth Measures for Functional Data with Application to Outlier Detection. | Nicols Hernndez, Alberto Muoz |
| 2016 | Computational Advantages of Deep Prototype-Based Learning. | Thomas Hecht, Alexander Gepperth |
| 2016 | Analysis of Dropout Learning Regarded as Ensemble Learning. | Kazuyuki Hara, Daisuke Saitoh, Hayaru Shouno |
| 2016 | Convergence of Multi-pass Large Margin Nearest Neighbor Metric Learning. | Christina Gpfert, Benjamin Paassen, Barbara Hammer |
| 2016 | Rotation-Invariant Restricted Boltzmann Machine Using Shared Gradient Filters. | Mario Valerio Giuffrida, Sotirios A. Tsaftaris |