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Neural Processing Letters 2/2022
Neural Processing Letters

Ausgabe 2/2022

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Inhaltsverzeichnis (35 Artikel)

01.11.2021

WakaVT: A Sequential Variational Transformer for Waka Generation
Yuka Takeishi, Mingxuan Niu, Jing Luo, Zhong Jin, Xinyu Yang

11.10.2021

A Hybrid Approach using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer
Saurabh Jha, Ashok Kumar Mehta

11.10.2021

Synchronization of Quaternion Valued Neural Networks with Mixed Time Delays Using Lyapunov Function Method
Sunny Singh, Umesh Kumar, Subir Das, F. Alsaadi, Jinde Cao

16.10.2021

An Adaptive Learning Rate Schedule for SIGNSGD Optimizer in Neural Networks
Kang Wang, Tao Sun, Yong Dou

18.10.2021

High Parameter Frequency Resolution Encoding Scheme for Spatial Audio Objects Using Stacked Sparse Autoencoder
Yulin Wu, Ruimin Hu, Xiaochen Wang, Chenhao Hu, Shanfa Ke

01.11.2021

Diffusion Modelling
Topographic Error of SOM Under Control
Radek Hrebik, Jaromir Kukal

01.11.2021

MixNet: A Robust Mixture of Convolutional Neural Networks as Feature Extractors to Detect Stego Images Created by Content-Adaptive Steganography
E. Amrutha, S. Arivazhagan, W. Sylvia Lilly Jebarani

31.10.2021

Application of Supervised Machine Learning Methods on the Multidimensional Knapsack Problem
Abdellah Rezoug, Mohamed Bader-el-den, Dalila Boughaci

05.11.2021

Classification Algorithm Using Branches Importance
Youness Manzali, Mohamed Chahhou, Mohammed El Mohajir

23.10.2021

An Effective Feature Extraction Approach Based on Spectral-Gabor Space Discriminant Analysis for Hyperspectral Image
Li Li, Jianqiang Gao, Hongwei Ge, Yixin Zhang, Jieming Yang

02.11.2021

Exploring Complex Dependencies for Multi-modal Semantic Trajectory Prediction
Jie Liu, Lei Zhang, Shaojie Zhu, Bailong Liu, Zhizheng Liang, Susong Yang

30.01.2022

Prediction of Heart Attacks Using Biological Signals Based on Recurrent GMDH Neural Network
Alireza Mehrankia, Mohammad Reza Mollakhalili Meybodi, Kamal Mirzaie

26.10.2021

Syncretic Feature Selection for Machine Learning-Aided Prognostics of Hepatitis
Luca Parisi, Narrendar RaviChandran

Open Access 13.11.2021

Kinematic Control of Manipulator with Remote Center of Motion Constraints Synthesised by a Simplified Recurrent Neural Network
Zhan Li, Shuai Li

08.11.2021

High-Accuracy Spiking Neural Network for Objective Recognition Based on Proportional Attenuating Neuron
Li-Ye Niu, Ying Wei, Jun-Yu Long, Wen-Bo Liu

11.11.2021

An Efficient Dataflow Mapping Method for Convolutional Neural Networks
Zhuangzhuang Liu, Huaxi Gu, Bowen Zhang, Canran Shi

05.11.2021

Density Weighted Twin Support Vector Machines for Binary Class Imbalance Learning
Barenya Bikash Hazarika, Deepak Gupta

05.11.2021

Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction
Hongye Zhang, Cuili Yang, Junfei Qiao

04.11.2021

3D Point Convolutional Network for Dense Scene Flow Estimation
Xuezhi Xiang, Rokia Abdein, Mingliang Zhai, Ning Lv

01.11.2021

Financial Distress Prediction with a Novel Diversity-Considered GA-MLP Ensemble Algorithm
Rui Zhang, Zuoquan Zhang, Di Wang, Marui Du

30.10.2021

A Dynamically Stabilized Recurrent Neural Network
Samer Saab Jr., Yiwei Fu, Asok Ray, Michael Hauser

28.10.2021

Fixed-Time Fuzzy Adaptive Tracking Control for Output-Constrained Uncertain Nonlinear Systems in Nonstrict-Feedback Form
Qijia Yao

21.02.2022

Deep Recurrent Neural Network Architecture of High Order Indirect Integration Method
Zhengrong Xie, Yibo Ai, Jia Chen, Fan Wang, Weidong Zhang

10.11.2021

BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Saeed Reza Kheradpisheh, Maryam Mirsadeghi, Timothée Masquelier

03.01.2022

A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints
Yueqiu Li, Chunna Zeng, Bing Li, Jin Hu

10.01.2022

Continuous Recurrent Neural Networks Based on Function Satlins
Coexistence of Multiple Continuous Attractors
Yue Huang, Jiali Yu, Jinsong Leng, Bisen Liu, Zhang Yi

04.01.2022

DMH-FSL: Dual-Modal Hypergraph for Few-Shot Learning
Rui Xu, Baodi Liu, Xiaoping Lu, Kai Zhang, Weifeng Liu

05.01.2022

LMI Conditions for Fractional Exponential Stability and Passivity Analysis of Uncertain Hopfield Conformable Fractional-Order Neural Networks
Nguyen Thi Thanh Huyen, Nguyen Huu Sau, Mai Viet Thuan

05.01.2022

Lagrange Stability of BAM Quaternion-Valued Inertial Neural Networks via Auxiliary Function-Based Integral Inequalities
Rui Zhao, Baoxian Wang, Jigui Jian

10.01.2022

A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection
Tauseef Khan, Ayatullah Faruk Mollah

09.01.2022

Deep Active Autoencoders for Outlier Detection
Jin Ning, Leiting Chen, Chuan Zhou, Yang Wen

18.02.2022

Continuous Positioning with Recurrent Auto-Regressive Neural Network for Unmanned Surface Vehicles in GPS Outages
Yu-ting Bai, Zhi-yao Zhao, Xiao-yi Wang, Xue-bo Jin, Bai-hai Zhang

13.01.2022

Research on Visual Question Answering Based on GAT Relational Reasoning
Yalin Miao, Wenfang Cheng, Shuyun He, Hui Jiang

18.01.2022

A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain
Qingbang Wang, Qingchuan Zhang, Min Zuo, Siyu He, Baoyu Zhang

19.01.2022

Fast Anomaly Detection Based on 3D Integral Images
Shifeng Li, Yan Cheng, Yunfeng Liu, Yuqiang Yang