| 2019 | Sequence Disambiguation with Synaptic Traces in Associative Neural Networks. | Ramon H. Martinez, Oskar Kviman, Anders Lansner, Pawel Andrzej Herman |
| 2019 | Constraint-Based Visual Generation. | Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Marco Gori |
| 2019 | A Multi-armed Bandit Algorithm Available in Stationary or Non-stationary Environments Using Self-organizing Maps. | Nobuhito Manome, Shuji Shinohara, Kouta Suzuki, Kosuke Tomonaga, Shunji Mitsuyoshi |
| 2019 | Auto-Lag Networks for Real Valued Sequence to Sequence Prediction. | Gilles Madi-Wamba, Nicolas Gaude |
| 2019 | NatCSNN: A Convolutional Spiking Neural Network for Recognition of Objects Extracted from Natural Images. | Pedro Machado, Georgina Cosma, T. Martin McGinnity |
| 2019 | A Label-Specific Attention-Based Network with Regularized Loss for Multi-label Classification. | Xiangyang Luo, Xiangying Ran, Wei Sun, Yunlai Xu, Chongjun Wang |
| 2019 | Efficient Cross-Validation of Echo State Networks. | Mantas Lukosevicius, Arnas Uselis |
| 2019 | NeuroPower: Designing Energy Efficient Convolutional Neural Network Architecture for Embedded Systems. | Mohammad Loni, Ali Zoljodi, Sima Sinaei, Masoud Daneshtalab, Mikael Sjdin |
| 2019 | Hilbert Vector Convolutional Neural Network: 2D Neural Network on 1D Data. | Nasrulloh R. B. S. Loka, Muthu Subash Kavitha, Takio Kurita |
| 2019 | Overview on the PHRESCO Project: PHotonic REServoir COmputing. | Jean-Pierre Locquet |
| 2019 | Capsule Generative Models. | Yifeng Li, Xiaodan Zhu |
| 2019 | Dependent Multilevel Interaction Network for Natural Language Inference. | Yun Li, Yan Yang, Yong Deng, Qinmin Vivian Hu, Chengcai Chen, Liang He, Zhou Yu |
| 2019 | Using Feature Entropy to Guide Filter Pruning for Efficient Convolutional Networks. | Yun Li, Luyang Wang, Sifan Peng, Aakash Kumar, Baoqun Yin |
| 2019 | Deep Text Prior: Weakly Supervised Learning for Assertion Classification. | Vadim Liventsev, Irina Fedulova, Dmitry V. Dylov |
| 2019 | Central-Diffused Instance Generation Method in Class Incremental Learning. | Mingyu Liu, Yijie Wang |
| 2019 | A Global-Local Architecture Constrained by Multiple Attributes for Person Re-identification. | Chao Liu, Hongyang Quan |
| 2019 | Using Long Short-Term Memory for Wavefront Prediction in Adaptive Optics. | Xuewen Liu, Tim Morris, Chris Saunter |
| 2019 | Autonomous Learning Paradigm for Spiking Neural Networks. | Junxiu Liu, Liam McDaid, Jim Harkin, Shvan Karim, Anju P. Johnson, David M. Halliday, Andy M. Tyrrell, Jon Timmis, Alan G. Millard, James A. Hilder |
| 2019 | Human Body Posture Recognition Using Wearable Devices. | Junxiu Liu, Mingxing Li, Yuling Luo, Su Yang, Senhui Qiu |
| 2019 | Local Normalization Based BN Layer Pruning. | Yuan Liu, Xi Jia, Linlin Shen, Zhong Ming, Jinming Duan |
| 2019 | Multi-objective Spiking Neural Network Hardware Mapping Based on Immune Genetic Algorithm. | Junxiu Liu, Xingyue Huang, Yongchuang Huang, Yuling Luo, Su Yang |
| 2019 | DDRM-CapsNet: Capsule Network Based on Deep Dynamic Routing Mechanism for Complex Data. | Jianwei Liu, Feng Gao, Runkun Lu, Yuanfeng Lian, Dianzhong Wang, Xionglin Luo, Chu-ran Wang |
| 2019 | Multi-View Capsule Network. | Jianwei Liu, Xi-hao Ding, Runkun Lu, Yuanfeng Lian, Dianzhong Wang, Xionglin Luo |
| 2019 | Compute-Efficient Neural Network Architecture Optimization by a Genetic Algorithm. | Sebastian Litzinger, Andreas Klos, Wolfram Schiffmann |
| 2019 | Intrusion Detection via Wide and Deep Model. | Zhipeng Li, Zheng Qin, Pengbo Shen |