专题:Neural Networks and Applications

This cluster of papers covers a wide range of topics related to neural networks, including backpropagation learning, self-organizing maps, radial basis function networks, deep learning, and applications such as pattern classification and function approximation.
最新文献
Pattern recognition and machine learning

book-chapter Full Text OpenAlex

Kullback-Leibler Divergence

book-chapter Full Text OpenAlex

A Survey on Kolmogorov-Arnold Network

review Full Text OpenAlex

Transfer Learning in Physics‐Informed Neurals Networks: Full Fine‐Tuning, Lightweight Fine‐Tuning, and Low‐Rank Adaptation

article Full Text OpenAlex

Artificial Neural Network

book-chapter Full Text OpenAlex

Introduction to machine learning

book-chapter Full Text OpenAlex

Dynamic Landscape Analysis of Cell Fate Decisions: Predictive Models of Neural Development From Single-Cell Data

preprint Full Text OpenAlex

Quantum Kernel-Based Long Short-term Memory

article Full Text OpenAlex

Quantitative characterization system for macroecosystem attributes and states.

review Full Text OpenAlex

Modelling structured data learning with Restricted Boltzmann machines in the teacher-student setting

article Full Text OpenAlex

近5年高被引文献
Generative Adversarial Networks

book-chapter Full Text OpenAlex 2700 FWCI32.741

IEEE Transactions on Pattern Analysis and Machine Intelligence

paratext Full Text OpenAlex 1604 FWCI0

Training data-efficient image transformers & distillation through attention

preprint Full Text OpenAlex 1532 FWCI0

Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting

preprint Full Text OpenAlex 1087 FWCI0

IEEE Transactions on Neural Networks and Learning Systems

paratext Full Text OpenAlex 948 FWCI0

IEEE Transactions on Information Theory

paratext Full Text OpenAlex 940 FWCI0

Knowledge Representation

book-chapter Full Text OpenAlex 860 FWCI1.937

Support Vector Regression

book-chapter Full Text OpenAlex 846 FWCI1.817

A survey of transformers

article Full Text OpenAlex 701 FWCI246.625

A Survey of Quantization Methods for Efficient Neural Network Inference

book-chapter Full Text OpenAlex 687 FWCI260.89