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Neural Processing Letters

Neural Processing Letters 3/2021

Ausgabe 3/2021

Special Issue: Recent Advances in Neural Networks for Perception, Learning, and Optimization

Inhaltsverzeichnis ( 36 Artikel )

30.09.2019 | Ausgabe 3/2021

Global Optimization of Binary Quadratic Programming: A Neural Network Based Algorithm and Its FPGA Implementation

Shenshen Gu, Xinyi Chen, Lin Wang

27.07.2019 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Integrating Classical Control into Reinforcement Learning Policy

Ye Huang, Chaochen Gu, Xinping Guan

11.11.2019 | Ausgabe 3/2021

An Effective Microscopic Detection Method for Automated Silicon-Substrate Ultra-microtome (ASUM)

Long Cheng, Weizhou Liu

26.10.2019 | Ausgabe 3/2021

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

29.10.2019 | Ausgabe 3/2021 Open Access

N2SkyC: User Friendly and Efficient Neural Network Simulation Fostering Cloud Containers

Aliaksandr Adamenko, Andrii Fedorenko, Benjamin Nussbaum, Erich Schikuta

09.01.2020 | Ausgabe 3/2021

A Wiener Causality Defined by Divergence

Junya Chen, Jianfeng Feng, Wenlian Lu

19.02.2021 | Ausgabe 3/2021

Human Activity Recognition by Using Different Deep Learning Approaches for Wearable Sensors

Çağatay Berke Erdaş, Selda Güney

17.03.2021 | Ausgabe 3/2021

Multi-object Spatial–Temporal Anomaly Detection Using an LSTM-Based Framework

Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu

05.03.2021 | Ausgabe 3/2021

Balanced Gradient Training of Feed Forward Networks

Son Nguyen, Michael T. Manry

13.03.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Enhancing Top-N Recommendation Using Stacked Autoencoder in Context-Aware Recommender System

S. Abinaya, M. K. Kavitha Devi

17.03.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Detection-Oriented Backbone Trained from Near Scratch and Local Feature Refinement for Small Object Detection

Zhiwei Yan, Huicheng Zheng, Ye Li, Lvran Chen

21.03.2021 | Ausgabe 3/2021 Open Access

Pre-Training Acquisition Functions by Deep Reinforcement Learning for Fixed Budget Active Learning

Yusuke Taguchi, Hideitsu Hino, Keisuke Kameyama

23.03.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

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

Younghoon Lee

24.03.2021 | Ausgabe 3/2021

Attention-Based Deep Gated Fully Convolutional End-to-End Architectures for Time Series Classification

Mehak Khan, Hongzhi Wang, Alladoumbaye Ngueilbaye

26.03.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Weighted Discriminative Sparse Representation for Image Classification

Zhen Liu, Xiao-Jun Wu, Zhenqiu Shu, Hefeng Yin, Zhe Chen

29.03.2021 | Ausgabe 3/2021

Global convergence of Negative Correlation Extreme Learning Machine

Carlos Perales-González

31.03.2021 | Ausgabe 3/2021

Sampling Active Learning Based on Non-parallel Support Vector Machines

Xijiong Xie

02.04.2021 | Ausgabe 3/2021

User’s Review Habits Enhanced Hierarchical Neural Network for Document-Level Sentiment Classification

Jie Chen, Jingying Yu, Shu Zhao, Yanping Zhang

02.04.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

A Comprehensive Study on VLAD

Xin Li, Lei Zhang, Zhiping Jian, Liyun Zuo

03.04.2021 | Ausgabe 3/2021

Approximate Analytic Solution of Burger Huxley Equation Using Feed-Forward Artificial Neural Network

Shagun Panghal, Manoj Kumar

07.04.2021 | Ausgabe 3/2021

Multi-residual Connection Network for Edge Detection

Yin Wang, Lide Wang, Ji Qiu, Yu Hen Hu

08.04.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Multi-Objective Memetic Algorithms with Tree-Based Genetic Programming and Local Search for Symbolic Regression

Jiayu Liang, Yu Xue

14.04.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

A New Method for Separating EMI Signal Based on CEEMDAN and ICA

Di Zhao, Kunchang Li, Hongyi Li

19.04.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

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 | Ausgabe 3/2021

Wasserstein Distance-Based Auto-Encoder Tracking

Long Xu, Ying Wei, Chenhe Dong, Chuaqiao Xu, Zhaofu Diao

05.04.2021 | Ausgabe 3/2021

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 | Ausgabe 3/2021

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

Domonkos Varga

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