Issue 3/2021
Recent Advances in Neural Networks for Perception, Learning, and Optimization (pp. 1665-1794) / Regular Papers (pp. 1795-2380)
Content (36 Articles)
Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation
Shenshen Gu, Xinyi Chen, Lin Wang
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration
Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang
Integrating Classical Control into Reinforcement Learning Policy
Ye Huang, Chaochen Gu, Xinping Guan
An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM)
Long Cheng, Weizhou Liu
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method
Akiyo Nomura, Megumi Ito, Atsuya Okazaki, Masatoshi Ishii, Sangbum Kim, Junka Okazawa, Kohji Hosokawa, Wilfried Haensch
N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers
Aliaksandr Adamenko, Andrii Fedorenko, Benjamin Nussbaum, Erich Schikuta
Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors
Çağatay Berke Erdaş, Selda Güney
Multi-object Spatial–Temporal Anomaly Detection Using an LSTM-Based Framework
Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu
Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control
Guang Ling, Ming-Feng Ge, Yu-Han Tong, Qingju Fan
Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System
S. Abinaya, M. K. Kavitha Devi
Enhanced Non-parametric Sequence-based Learning Algorithm for Outlier Detection in the Internet of Things
Abel Efetobor Edje, Shaffie Muhammad Abd Latiff, Howe Weng Chan
Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection
Zhiwei Yan, Huicheng Zheng, Ye Li, Lvran Chen
Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning
Yusuke Taguchi, Hideitsu Hino, Keisuke Kameyama
Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye
Estimation of the Domain of Attraction of Discrete-Time Impulsive Cohen-Grossberg Neural Networks Model With Impulse Input Saturation
Zixiang Shen, Chuandong Li, Yi Li
Weighted Discriminative Sparse Representation for Image Classification
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen
User’s Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification
Jie Chen, Jingying Yu, Shu Zhao, Yanping Zhang
Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning
Minghua Wan, Xichen Wang, Guowei Yang, Hao Zheng, Wei Huang
Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network
Shagun Panghal, Manoj Kumar
Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control
Danni Lu, Dongbing Tong, Qiaoyu Chen, Wuneng Zhou, Jun Zhou, Shigen Shen
Related Study Based on Otsu Watershed Algorithm and New Squeeze-and-Excitation Networks for Segmentation and Level Classification of Tea Buds
Fang Qi, Zuoqi Xie, Zhe Tang, Huarong Chen
NRIC: A Noise Removal Approach for Nonlinear Isomap Method
Mahwish Yousaf, Muhammad Saadat Shakoor Khan, Tanzeel U. Rehman, Shamsher Ullah, Li Jing
Wasserstein Distance-Based Auto-Encoder Tracking
Long Xu, Ying Wei, Chenhe Dong, Chuaqiao Xu, Zhaofu Diao
A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs
Arish Sateesan, Sharad Sinha, K. G. Smitha, A. P. Vinod
Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features
Domonkos Varga