A third-order finite difference weighted essentially non-oscillatory scheme with shallow neural network

Authors: Kwanghyuk Park, Xinjuan Chen, Dongjin Lee, Jiaxi Gu, Jae-Hun Jung

Source: Applied Numerical Mathematics. 218:1-21

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, FOS: Mathematics, Computer Science - Neural and Evolutionary Computing, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), Neural and Evolutionary Computing (cs.NE), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2407.06333

Automatic Implementation of Neural Networks Through Reaction Networks—Part I: Circuit Design and Convergence Analysis

Authors: Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao, Denis Dochain

Source: IEEE Transactions on Automatic Control. 70:6356-6371

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, FOS: Mathematics, Computer Science - Neural and Evolutionary Computing, Dynamical Systems (math.DS), Neural and Evolutionary Computing (cs.NE), Mathematics - Dynamical Systems, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2311.18313

AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures

Authors: Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Jian Yang, Shi Cheng, Yuhui Shi

Source: IEEE Transactions on Emerging Topics in Computational Intelligence. 9:3690-3703

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, 02 engineering and technology, Neural and Evolutionary Computing (cs.NE)

Access URL: http://arxiv.org/abs/2204.00998

Physics Informed Neural Network—Estimated Circuit Parameter Adaptive Modulation of DAB

Authors: Saikat Dey, Ayan Mallik

Source: IEEE Transactions on Power Electronics. 40:14821-14841

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Systems and Control (eess.SY), Electrical Engineering and Systems Science - Signal Processing, Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2502.17452

LightSNN: Lightweight Architecture Search for Sparse and Accurate Spiking Neural Networks

Authors: Abdennadher, Yesmine, Perin, Giovanni, Mazzieri, Riccardo, Pegoraro, Jacopo, Rossi, Michele

Source: IEEE International Conference on Advanced Machine Learning and Data Science (AMLDS)

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2503.21846

Interpretable Non-linear Survival Analysis with Evolutionary Symbolic Regression

Authors: Luigi Rovito, Marco Virgolin

Contributors: Rovito, Luigi, Virgolin, Marco

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :453-462

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, Symbolic Regression, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2504.05756
https://hdl.handle.net/11368/3113341

Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains

Authors: Flageat, Manon, Huber, Johann, Helenon, François, Doncieux, Stephane, Cully, Antoine

Contributors: Huber, Johann

Source: Proceedings of the Genetic and Evolutionary Computation Conference. :140-148

Subject Terms: [INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI], FOS: Computer and information sciences, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE)

Access URL: http://arxiv.org/abs/2502.06585
https://hal.science/hal-05313280v1
https://doi.org/10.1145/3712256.3726404

Contrastive Matrix Completion with Denoising and Augmented Graph Views for Robust Recommendation

Authors: Nemati, Narges, Chehreghani, Mostafa Haghir

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.10658

Improving the performance of optical inverse design of multilayer thin films using CNN-LSTM tandem neural networks

Authors: Jung, Uijun, Jang, Deokho, Kim, Sungchul, Kim, Jungho

Subject Terms: Computer Science - Machine Learning, Computer Science - Computational Engineering, Finance, and Science, Computer Science - Neural and Evolutionary Computing, Physics - Optics

Access URL: http://arxiv.org/abs/2506.10044

Energy Aware Development of Neuromorphic Implantables: From Metrics to Action

Authors: Roque, Enrique Barba, Cruz, Luis

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.09599

Synergizing Reinforcement Learning and Genetic Algorithms for Neural Combinatorial Optimization

Authors: Gu, Shengda, Li, Kai, Xing, Junliang, Zhang, Yifan, Cheng, Jian

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.09404

Genetic Transformer-Assisted Quantum Neural Networks for Optimal Circuit Design

Authors: Wang, Haiyan

Subject Terms: Quantum Physics, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.09205

A Topological Improvement of the Overall Performance of Sparse Evolutionary Training: Motif-Based Structural Optimization of Sparse MLPs Project

Authors: Chen, Xiaotian, Liu, Hongyun, Ziabari, Seyed Sahand Mohammadi

Subject Terms: Computer Science - Neural and Evolutionary Computing, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2506.09204

Superposed Parameterised Quantum Circuits

Authors: Patapovich, Viktoria, Kordzanganeh, Mo, Melnikov, Alexey

Subject Terms: Quantum Physics, Computer Science - Emerging Technologies, Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.08749

Efficient Fireworks Algorithm Equipped with an Explosion Mechanism based on Student's T-distribution

Authors: Shipeng, Cen, Ying, Tan

Subject Terms: Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.08484

FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion

Authors: Xu, Fred, Jiang, Song, Huang, Zijie, Luo, Xiao, Zhang, Shichang, Chen, Adrian, Sun, Yizhou

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.08409

FedGA-Tree: Federated Decision Tree using Genetic Algorithm

Authors: Nguyen, Anh V, Klabjan, Diego

Subject Terms: Computer Science - Machine Learning, Computer Science - Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2506.08176

A Practical Guide to Tuning Spiking Neuronal Dynamics

Authors: Gebhardt, William, Ororbia, Alexander G., McDonald, Nathan, Thiem, Clare, Lombardi, Jack

Subject Terms: Computer Science - Neural and Evolutionary Computing, Quantitative Biology - Neurons and Cognition

Access URL: http://arxiv.org/abs/2506.08138

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models

Authors: Forniés-Tabuenca, Diego, Uribe, Alejandro, Otamendi, Urtzi, Artetxe, Arkaitz, Rivera, Juan Carlos, de Lacalle, Oier Lopez

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Neural and Evolutionary Computing, I.2.7, I.2.8, F.2.2

Access URL: http://arxiv.org/abs/2506.07759

Generative Voice Bursts during Phone Call

Authors: Ranjan, Paritosh, Majumder, Surajit, Roy, Prodip

Subject Terms: Computer Science - Sound, Computer Science - Neural and Evolutionary Computing, Electrical Engineering and Systems Science - Audio and Speech Processing

Access URL: http://arxiv.org/abs/2506.07526