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

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

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System Analysis and Data Mining

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Synthesizing Efficient and Permissive Programmatic Runtime Shields for Neural Policies

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Survey of Graph Neural Network for Internet of Things and NextG Networks

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A two-system theory of sensory-evoked brain responses

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Machine-Learning Interatomic Potentials for Long-Range Systems

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DBConformer: Dual-Branch Convolutional Transformer for EEG Decoding

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An Evolutionary Framework for Multi-Objective Neural Architecture Search

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Exploring the exact solutions to the nonlinear systems with neural networks method

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

paratext Full Text OpenAlex 2787 FWCI0

Generative Adversarial Networks

book-chapter Full Text OpenAlex 2576 FWCI25.8601

Random forests

dataset Full Text OpenAlex 2438 FWCI0

IEEE Transactions on Information Theory

paratext Full Text OpenAlex 1867 FWCI0

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

preprint Full Text OpenAlex 1354 FWCI348.2378

IEEE Transactions on Neural Networks and Learning Systems

paratext Full Text OpenAlex 1105 FWCI0

A Survey of Quantization Methods for Efficient Neural Network Inference

book-chapter Full Text OpenAlex 972 FWCI126.6278

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

preprint Full Text OpenAlex 961 FWCI0

Computational Intelligence and Neuroscience

paratext Full Text OpenAlex 961 FWCI0

Support Vector Regression

book-chapter Full Text OpenAlex 829 FWCI0.7962