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Neural Processing Letters 3/2021
Neural Processing Letters

Issue 3/2021

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

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Table of Contents (36 Articles)

30-09-2019

Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation
Shenshen Gu, Xinyi Chen, Lin Wang

27-07-2019

Two Matrix-Type Projection Neural Networks for Matrix-Valued Optimization with Application to Image Restoration
Lingmei Huang, Youshen Xia, Liqing Huang, Songchuan Zhang

10-10-2019

Integrating Classical Control into Reinforcement Learning Policy
Ye Huang, Chaochen Gu, Xinping Guan

11-11-2019

An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM)
Long Cheng, Weizhou Liu

26-10-2019

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

Open Access 29-10-2019

N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers
Aliaksandr Adamenko, Andrii Fedorenko, Benjamin Nussbaum, Erich Schikuta

09-01-2020

A Wiener Causality Defined by Divergence
Junya Chen, Jianfeng Feng, Wenlian Lu

19-02-2021

Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors
Çağatay Berke Erdaş, Selda Güney

17-03-2021

Multi-object Spatial–Temporal Anomaly Detection Using an LSTM-Based Framework
Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu

05-03-2021

Balanced Gradient Training of Feed Forward Networks
Son Nguyen, Michael T. Manry

13-03-2021

Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control
Guang Ling, Ming-Feng Ge, Yu-Han Tong, Qingju Fan

15-03-2021

Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System
S. Abinaya, M. K. Kavitha Devi

17-03-2021

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

20-03-2021

Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection
Zhiwei Yan, Huicheng Zheng, Ye Li, Lvran Chen

Open Access 21-03-2021

Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning
Yusuke Taguchi, Hideitsu Hino, Keisuke Kameyama

23-03-2021

Formal Derivation of Mesh Neural Networks with Their Forward-Only Gradient Propagation
Federico A. Galatolo, Mario G. C. A. Cimino, Gigliola Vaglini

23-03-2021

Extraction of Competitive Factors in a Competitor Analysis Using an Explainable Neural Network
Younghoon Lee

24-03-2021

Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification
Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye

26-03-2021

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

28-03-2021

Weighted Discriminative Sparse Representation for Image Classification
Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen

29-03-2021

Global convergence of Negative Correlation Extreme Learning Machine
Carlos Perales-González

31-03-2021

Sampling Active Learning Based on Non-parallel Support Vector Machines
Xijiong Xie

02-04-2021

User’s Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification
Jie Chen, Jingying Yu, Shu Zhao, Yanping Zhang

02-04-2021

Feature Extraction via Sparse Fuzzy Difference Embedding (SFDE) for Robust Subspace Learning
Minghua Wan, Xichen Wang, Guowei Yang, Hao Zheng, Wei Huang

03-04-2021

A Comprehensive Study on VLAD
Xin Li, Lei Zhang, Zhiping Jian, Liyun Zuo

03-04-2021

Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network
Shagun Panghal, Manoj Kumar

07-04-2021

Multi-residual Connection Network for Edge Detection
Yin Wang, Lide Wang, Ji Qiu, Yu Hen Hu

08-04-2021

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

09-04-2021

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression
Jiayu Liang, Yu Xue

14-04-2021

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

19-04-2021

A New Method for Separating EMI Signal Based on CEEMDAN and ICA
Di Zhao, Kunchang Li, Hongyi Li

19-04-2021

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

08-03-2021

NRIC: A Noise Removal Approach for Nonlinear Isomap Method
Mahwish Yousaf, Muhammad Saadat Shakoor Khan, Tanzeel U. Rehman, Shamsher Ullah, Li Jing

04-04-2021

Wasserstein Distance-Based Auto-Encoder Tracking
Long Xu, Ying Wei, Chenhe Dong, Chuaqiao Xu, Zhaofu Diao

05-04-2021

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

10-05-2021 | Editorial Expression of Concern

Editorial Expression of Concern: No-Reference Video Quality Assessment Based on the Temporal Pooling of Deep Features
Domonkos Varga

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