Volume 53, Issue 3

Search all Neural Processing Letters articles

June 2021

Recent Advances in Neural Networks for Perception, Learning, and Optimization (pp. 1665-1794) / Regular Papers (pp. 1795-2380)

Issue Editors:

Tingwen Huang,
Xinyi Le,
Qingshan Liu

36 articles in this issue

Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation
Shenshen Gu
Xinyi Chen
Lin Wang
OriginalPaper 30 September 2019 Pages: 1665 - 1684
Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration
Lingmei Huang
Youshen Xia
Songchuan Zhang
OriginalPaper 27 July 2019 Pages: 1685 - 1707
Integrating Classical Control into Reinforcement Learning Policy
Ye Huang
Chaochen Gu
Xinping Guan
OriginalPaper 10 October 2019 Pages: 1709 - 1722
An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM)
Long Cheng
Weizhou Liu
OriginalPaper 11 November 2019 Pages: 1723 - 1740
Analysis of Effect of Weight Variation on SNN Chip with PCM-Refresh Method
Akiyo Nomura
Megumi Ito
Wilfried Haensch
OriginalPaper 26 October 2019 Pages: 1741 - 1751
N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers
Aliaksandr Adamenko
Andrii Fedorenko
Erich Schikuta
OriginalPaper Open access 29 October 2019 Pages: 1753 - 1772
A Wiener Causality Defined by Divergence
Junya Chen
Jianfeng Feng
Wenlian Lu
OriginalPaper 09 January 2020 Pages: 1773 - 1794
Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors
Çağatay Berke Erdaş
Selda Güney
Letter 19 February 2021 Pages: 1795 - 1809
Multi-object Spatial–Temporal Anomaly Detection Using an LSTM-Based Framework
Jin Ning
Leiting Chen
Defu Liu
Letter 17 March 2021 Pages: 1811 - 1821
Balanced Gradient Training of Feed Forward Networks
Son Nguyen
Michael T. Manry
OriginalPaper 05 March 2021 Pages: 1823 - 1844
Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control
Guang Ling
Ming-Feng Ge
Qingju Fan
OriginalPaper 13 March 2021 Pages: 1845 - 1863
Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System
S. Abinaya
M. K. Kavitha Devi
OriginalPaper 15 March 2021 Pages: 1865 - 1888
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
OriginalPaper 17 March 2021 Pages: 1889 - 1919
Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection
Zhiwei Yan
Huicheng Zheng
Lvran Chen
OriginalPaper 20 March 2021 Pages: 1921 - 1943
Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning
Yusuke Taguchi
Hideitsu Hino
Keisuke Kameyama
OriginalPaper Open access 21 March 2021 Pages: 1945 - 1962
Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation
Federico A. Galatolo
Mario G. C. A. Cimino
Gigliola Vaglini
OriginalPaper 23 March 2021 Pages: 1963 - 1978
Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network
Younghoon Lee
OriginalPaper 23 March 2021 Pages: 1979 - 1994
Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification
Mehak Khan
Hongzhi Wang
Alladoumbaye Ngueilbaye
OriginalPaper 24 March 2021 Pages: 1995 - 2028
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
OriginalPaper 26 March 2021 Pages: 2029 - 2046
Weighted Discriminative Sparse Representation for Image Classification
Zhen Liu
Xiao-Jun Wu
Zhe Chen
OriginalPaper 28 March 2021 Pages: 2047 - 2065
Global convergence of Negative Correlation Extreme Learning Machine
Carlos Perales-González
OriginalPaper 29 March 2021 Pages: 2067 - 2080
Sampling Active Learning Based on Non-parallel Support Vector Machines
Xijiong Xie
OriginalPaper 31 March 2021 Pages: 2081 - 2094
User’s Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification
Jie Chen
Jingying Yu
Yanping Zhang
OriginalPaper 02 April 2021 Pages: 2095 - 2111
Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning
Minghua Wan
Xichen Wang
Wei Huang
OriginalPaper 02 April 2021 Pages: 2113 - 2128
A Comprehensive Study on VLAD
Xin Li
Lei Zhang
Liyun Zuo
OriginalPaper 03 April 2021 Pages: 2129 - 2145
Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network
Shagun Panghal
Manoj Kumar
OriginalPaper 03 April 2021 Pages: 2147 - 2163
Multi-residual Connection Network for Edge Detection
Yin Wang
Lide Wang
Yu Hen Hu
OriginalPaper 07 April 2021 Pages: 2165 - 2174
Exponential Synchronization of Stochastic Neural Networks with Time-Varying Delays and Lévy Noises via Event-Triggered Control
Danni Lu
Dongbing Tong
Shigen Shen
OriginalPaper 08 April 2021 Pages: 2175 - 2196
Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression
Jiayu Liang
Yu Xue
OriginalPaper 09 April 2021 Pages: 2197 - 2219
Performance of Genetic Algorithm and Levenberg Marquardt Method on Multi-Mother Wavelet Neural Network Training for 3D Huge Meshes Deformation: A Comparative Study
Naziha Dhibi
Chokri Ben Amar
OriginalPaper 14 April 2021 Pages: 2221 - 2241
A New Method for Separating EMI Signal Based on CEEMDAN and ICA
Di Zhao
Kunchang Li
Hongyi Li
OriginalPaper 19 April 2021 Pages: 2243 - 2259
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
Huarong Chen
OriginalPaper 19 April 2021 Pages: 2261 - 2275
NRIC: A Noise Removal Approach for Nonlinear Isomap Method
Mahwish Yousaf
Muhammad Saadat Shakoor Khan
Li Jing
ReviewPaper 08 March 2021 Pages: 2277 - 2304
Wasserstein Distance-Based Auto-Encoder Tracking
Long Xu
Ying Wei
Zhaofu Diao
ReviewPaper 04 April 2021 Pages: 2305 - 2329
A Survey of Algorithmic and Hardware Optimization Techniques for Vision Convolutional Neural Networks on FPGAs
Arish Sateesan
Sharad Sinha
A. P. Vinod
ReviewPaper 05 April 2021 Pages: 2331 - 2377
Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features
Domonkos Varga
Editorial Expression of Concern 10 May 2021 Pages: 2379 - 2380

Volume 53, Issue 3

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