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Neural Processing Letters 3/2021
Neural Processing Letters

Ausgabe 3/2021

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

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Inhaltsverzeichnis (36 Artikel)

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, Smitha K. G., 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