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
Iterative identification algorithms for parametric separable nonlinear network modelling

article Full Text OpenAlex

ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU

article Full Text OpenAlex

Highly efficient moving data window iterative identification for multiple-input multiple-output systems with colored noise

article Full Text OpenAlex

Auxiliary Model Hierarchical Generalized Extended Recursive Parameter Estimation for Autoregressive Output‐Error Autoregressive Moving Average Systems

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A novel deep neural network with the dynamical moving window data for nonlinear system identification

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All-optical synthesis chip for large-scale intelligent semantic vision generation

article Full Text OpenAlex

System Analysis and Data Mining

book Full Text OpenAlex

Analysis of Multivariate Data Using Machine Learning Techniques Such as Self-organizing Kohonen Maps, Decision Tree and Neural Network

book-chapter Full Text OpenAlex

An Evolutionary Framework for Multi-Objective Neural Architecture Search

article Full Text OpenAlex

Machine-Learning Interatomic Potentials for Long-Range Systems

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近5年高被引文献
Advances in Neural Information Processing Systems 37

paratext Full Text OpenAlex 2797 FWCI0

Random forests

dataset Full Text OpenAlex 2693 FWCI0

Generative Adversarial Networks

book-chapter Full Text OpenAlex 2585 FWCI25.7663

IEEE Transactions on Information Theory

paratext Full Text OpenAlex 1868 FWCI0

Neuromodulatory Control Networks (NCNs): A Biologically Inspired Architecture for Dynamic LLM Processing

preprint Full Text OpenAlex 1372 FWCI289.6471

IEEE Transactions on Neural Networks and Learning Systems

paratext Full Text OpenAlex 1115 FWCI0

A Survey of Quantization Methods for Efficient Neural Network Inference

book-chapter Full Text OpenAlex 1007 FWCI125.8114

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

preprint Full Text OpenAlex 983 FWCI0

Computational Intelligence and Neuroscience

paratext Full Text OpenAlex 962 FWCI0

Support Vector Regression

book-chapter Full Text OpenAlex 829 FWCI0.7962