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
Neural Information Processing

book Full Text OpenAlex

Mamba-360: Survey of state space models as transformer alternative for long sequence modelling: Methods, Applications, and Challenges

article Full Text OpenAlex

KKANs: Kurkova-Kolmogorov-Arnold Networks and Their Learning Dynamics

article Full Text OpenAlex

ELA: efficient location attention for deep convolution neural networks

article Full Text OpenAlex

Lightweight CNN-based Seizure Classification via Leveraging Chimera States in iEEG Recordings

article Full Text OpenAlex

Recurrent Neural Networks

book-chapter Full Text OpenAlex

Pattern recognition and machine learning

book-chapter Full Text OpenAlex

Kullback-Leibler Divergence

book-chapter Full Text OpenAlex

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

article Full Text OpenAlex

A Survey on Kolmogorov-Arnold Network

review Full Text OpenAlex

近5年高被引文献
Generative Adversarial Networks

book-chapter Full Text OpenAlex 2701 FWCI31.873

IEEE Transactions on Pattern Analysis and Machine Intelligence

paratext Full Text OpenAlex 1655 FWCI0

Training data-efficient image transformers & distillation through attention

preprint Full Text OpenAlex 1556 FWCI0

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

preprint Full Text OpenAlex 1155 FWCI0

IEEE Transactions on Neural Networks and Learning Systems

paratext Full Text OpenAlex 1001 FWCI0

IEEE Transactions on Information Theory

paratext Full Text OpenAlex 944 FWCI0

Knowledge Representation

book-chapter Full Text OpenAlex 860 FWCI1.934

Support Vector Regression

book-chapter Full Text OpenAlex 846 FWCI1.644

A survey of transformers

article Full Text OpenAlex 765 FWCI252.286

A Survey of Quantization Methods for Efficient Neural Network Inference

book-chapter Full Text OpenAlex 711 FWCI264.239