Differential neural network approximation of positive systems: an asymmetric barrier Lyapunov functions approach for learning laws design
Publication date: Available online 20 June 2021Source: NeurocomputingAuthor(s): Olga Andrianova, Alexander Poznyak, Isaac Chairez (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Single-image De-raining Using Joint Filter and Multi-scale Deep Alternate-Connection Dense Network
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Pengyu Wang, Hongqing Zhu (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

A More Efficient Deterministic Annealing Neural Network Algorithm for the Max-Bisection Problem
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Shicong JIANG, Chuangyin DANG (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Adversarial Imitation Learning with Mixed Demonstrations from Multiple Demonstrators
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Guoyu Zuo, Qishen Zhao, Shuai Huang, Jiangeng Li, Daoxiong Gong (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Dynamic Binary Neural Networks with Time-Variant Parameters and Switching of Desired Periodic Orbits
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Shota Anzai, Takumi Suzuki, Toshimichi Saito (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

A Smartly Simple Way for Joint Crowd Counting and Localization
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Minyang Jiang, Jianzhe Lin, Z. Jane Wang (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

DVFENet: Dual-branch Voxel Feature Extraction Network for 3D Object Detection
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Yunqian He, Guihua Xia, Yongkang Luo, Li Su, Zhi Zhang, Wanyi Li, Peng Wang (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Multi-Agent Reinforcement Learning by the Actor-Critic Model with an Attention Interface
Publication date: Available online 19 June 2021Source: NeurocomputingAuthor(s): Lixiang Zhang, Jingchen Li, Yi’an Zhu, Haobin Shi, Kao-Shing Hwang (Source: Neurocomputing)
Source: Neurocomputing - June 21, 2021 Category: Neuroscience Source Type: research

Special Issue on Hybrid Artificial Intelligence Systems from HAIS 2019 Conference
Publication date: Available online 18 June 2021Source: NeurocomputingAuthor(s): Hilde Pérez, Lidia Sánchez-González, Héctor Quintián, Emilio Corchado (Source: Neurocomputing)
Source: Neurocomputing - June 19, 2021 Category: Neuroscience Source Type: research

Distant Supervised Relation Extraction with Position Feature Attention and Selective Bag Attention
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): Wang Jiasheng, Liu Qiongxin (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research

Convex Formulation for Multi-Task L1-, L2-, and LS-SVMs
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): Carlos Ruiz, Carlos M. Alaíz, José R. Dorronsoro (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research

Bayesian Networks for Interpretable Machine Learning and Optimization
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): Bojan Mihaljević, Concha Bielza, Pedro Larrañaga (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research

An ensemble solution for multivariate time series clustering
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): Iago Vázquez, José R. Villar, Javier Sedano, Svetlana Simić, Enrique la Cal (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research

An efficient and effective deep convolutional kernel pseudoinverse learner with multi-filter
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): Xiaodan Deng, Mohammed A. B. Mahmoud, Qian Yin, Ping Guo (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research

Detecting malicious Android applications based on the network packets generated
Publication date: Available online 17 June 2021Source: NeurocomputingAuthor(s): José Gaviria de la Puerta, Iker Pastor-López, Igone Porto, Borja Sanz, Pablo García Bringas (Source: Neurocomputing)
Source: Neurocomputing - June 18, 2021 Category: Neuroscience Source Type: research