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
Efficient Federated Learning via Adaptive Model Pruning for Internet of Vehicles With a Constrained Latency

article Full Text OpenAlex

Neuromorphic Circuit of Classical and Operant Conditioning Based on Tunable Neural Circuitry Motifs

article Full Text OpenAlex

Characterizing the Contribution of Dependent Features in XAI Methods

article Full Text OpenAlex

Design and analysis of a memristive Hopfield switching neural network and application to privacy protection

article Full Text OpenAlex

Evaluating CNN Methods for Epileptic Seizure Type Classification Using EEG Data

article Full Text OpenAlex

Pretrained Quantum-Inspired Deep Neural Network for Natural Language Processing

article Full Text OpenAlex

Large Brain Model for Learning Generic Representations with Tremendous EEG Data in BCI

preprint Full Text OpenAlex

Global robust exponential synchronization of neutral-type interval Cohen–Grossberg neural networks with mixed time delays

article Full Text OpenAlex

Learning efficient backprojections across cortical hierarchies in real time

article Full Text OpenAlex

Projective synchronization in fixed/predefined-time for quaternion-valued BAM neural networks under event-triggered aperiodic intermittent control

article Full Text OpenAlex

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

paratext Full Text OpenAlex 2773 FWCI0

Generative Adversarial Networks

book-chapter Full Text OpenAlex 2576 FWCI30.44961128

Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators

article Full Text OpenAlex 2041 FWCI170.58271854

IEEE Transactions on Information Theory

paratext Full Text OpenAlex 1865 FWCI0

Random forests

dataset Full Text OpenAlex 1786 FWCI0

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

preprint Full Text OpenAlex 1324 FWCI481.97451463

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

preprint Full Text OpenAlex 1304 FWCI115.8460352

IEEE Transactions on Neural Networks and Learning Systems

paratext Full Text OpenAlex 1080 FWCI0

Computational Intelligence and Neuroscience

paratext Full Text OpenAlex 961 FWCI0

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

preprint Full Text OpenAlex 930 FWCI0