Neural Processing Letters（NPL ）的APRIL 2022, ISSUE 2论文列表

卷期号： April 2022, issue 2

发布时间：

卷期年份： 2022

卷期官网： https://link.springer.com/journal/11063/volumes-and-issues/54-2

WakaVT: A Sequential Variational Transformer for Waka Generation

A Hybrid Approach using the Fuzzy Logic System and the Modified Genetic Algorithm for Prediction of Skin Cancer

Synchronization of Quaternion Valued Neural Networks with Mixed Time Delays Using Lyapunov Function Method

An Adaptive Learning Rate Schedule for SIGNSGD Optimizer in Neural Networks

High Parameter Frequency Resolution Encoding Scheme for Spatial Audio Objects Using Stacked Sparse Autoencoder

Diffusion Modelling

MixNet: A Robust Mixture of Convolutional Neural Networks as Feature Extractors to Detect Stego Images Created by Content-Adaptive Steganography

Application of Supervised Machine Learning Methods on the Multidimensional Knapsack Problem

Classification Algorithm Using Branches Importance

An Effective Feature Extraction Approach Based on Spectral-Gabor Space Discriminant Analysis for Hyperspectral Image

Exploring Complex Dependencies for Multi-modal Semantic Trajectory Prediction

Prediction of Heart Attacks Using Biological Signals Based on Recurrent GMDH Neural Network

Syncretic Feature Selection for Machine Learning-Aided Prognostics of Hepatitis

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

High-Accuracy Spiking Neural Network for Objective Recognition Based on Proportional Attenuating Neuron

An Efficient Dataflow Mapping Method for Convolutional Neural Networks

Density Weighted Twin Support Vector Machines for Binary Class Imbalance Learning

Emotional Neural Network Based on Improved CLPSO Algorithm For Time Series Prediction

3D Point Convolutional Network for Dense Scene Flow Estimation

Financial Distress Prediction with a Novel Diversity-Considered GA-MLP Ensemble Algorithm

A Dynamically Stabilized Recurrent Neural Network

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

Deep Recurrent Neural Network Architecture of High Order Indirect Integration Method

BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning

A One-Layer Recurrent Neural Network for Interval-Valued Optimization Problem with Linear Constraints

Continuous Recurrent Neural Networks Based on Function Satlins

DMH-FSL: Dual-Modal Hypergraph for Few-Shot Learning

LMI Conditions for Fractional Exponential Stability and Passivity Analysis of Uncertain Hopfield Conformable Fractional-Order Neural Networks

Lagrange Stability of BAM Quaternion-Valued Inertial Neural Networks via Auxiliary Function-Based Integral Inequalities

A Novel Multi-scale Deep Neural Framework for Script Invariant Text Detection

Deep Active Autoencoders for Outlier Detection

Continuous Positioning with Recurrent Auto-Regressive Neural Network for Unmanned Surface Vehicles in GPS Outages

Research on Visual Question Answering Based on GAT Relational Reasoning

A Entity Relation Extraction Model with Enhanced Position Attention in Food Domain

Fast Anomaly Detection Based on 3D Integral Images