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Neural and Evolutionary Computing

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Total of 44 entries : 1-25 26-44
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Fri, 21 Jun 2024 (showing 13 of 13 entries )

[1] arXiv:2406.14525 [pdf, html, other]
Title: Towards evolution of Deep Neural Networks through contrastive Self-Supervised learning
Adriano Vinhas, João Correia, Penousal Machado
Comments: IEEE World Congress on Computational Intelligence (WCCI) 2024; Keywords: NeuroEvolution, Deep Learning, Evolutionary Machine Learning
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[2] arXiv:2406.14359 [pdf, html, other]
Title: Learning to Transfer for Evolutionary Multitasking
Sheng-Hao Wu, Yuxiao Huang, Xingyu Wu, Liang Feng, Zhi-Hui Zhan, Kay Chen Tan
Comments: Under review
Subjects: Neural and Evolutionary Computing (cs.NE)
[3] arXiv:2406.14180 [pdf, html, other]
Title: RTFormer: Re-parameter TSBN Spiking Transformer
Hongzhi Wang, Xiubo Liang, Mengjian Li, Tao Zhang
Subjects: Neural and Evolutionary Computing (cs.NE)
[4] arXiv:2406.13414 [pdf, html, other]
Title: Archive-based Single-Objective Evolutionary Algorithms for Submodular Optimization
Frank Neumann, Günter Rudolph
Comments: To appear at PPSN 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[5] arXiv:2406.14495 (cross-list from cs.LG) [pdf, html, other]
Title: rKAN: Rational Kolmogorov-Arnold Networks
Alireza Afzal Aghaei
Comments: The implementations are available at this https URL
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Numerical Analysis (math.NA)
[6] arXiv:2406.14481 (cross-list from cs.LG) [pdf, html, other]
Title: Revealing Vision-Language Integration in the Brain with Multimodal Networks
Vighnesh Subramaniam, Colin Conwell, Christopher Wang, Gabriel Kreiman, Boris Katz, Ignacio Cases, Andrei Barbu
Comments: ICML 2024; 23 pages, 11 figures
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)
[7] arXiv:2406.14073 (cross-list from cs.LG) [pdf, html, other]
Title: Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE
Inês Valentim, Nuno Antunes, Nuno Lourenço
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[8] arXiv:2406.14039 (cross-list from cs.AI) [pdf, other]
Title: CryptoGPT: a 7B model rivaling GPT-4 in the task of analyzing and classifying real-time financial news
Ying Zhang, Matthieu Petit Guillaume (BH), Aurélien Krauth (ON), Manel Labidi
Comments: Journ{é}e Nationale sur la Fouille de Textes, Pascal CUXAC; Adrien GUILLE; C{é}dric LOPEZ, Jun 2024, Lyon (Universit{é} Lumi{è}re Lyon 2), France
Subjects: Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[9] arXiv:2406.13179 (cross-list from cs.SD) [pdf, html, other]
Title: Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
Shuai Wang, Dehao Zhang, Kexin Shi, Yuchen Wang, Wenjie Wei, Jibin Wu, Malu Zhang
Subjects: Sound (cs.SD); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Audio and Speech Processing (eess.AS)
[10] arXiv:2406.13147 (cross-list from cs.MA) [pdf, html, other]
Title: A Simulation Environment for the Neuroevolution of Ant Colony Dynamics
Michael Crosscombe, Ilya Horiguchi, Norihiro Maruyama, Shigeto Dobata, Takashi Ikegami
Comments: Accepted for publication at The 2024 Conference on Artificial Life. 2 page extended abstract
Subjects: Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE); Adaptation and Self-Organizing Systems (nlin.AO)
[11] arXiv:2406.12918 (cross-list from cs.LG) [pdf, html, other]
Title: Brain-Inspired Spike Echo State Network Dynamics for Aero-Engine Intelligent Fault Prediction
Mo-Ran Liu, Tao Sun, Xi-Ming Sun
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[12] arXiv:2406.12910 (cross-list from cs.LG) [pdf, other]
Title: Human-level molecular optimization driven by mol-gene evolution
Jiebin Fang (1 and 2), Churu Mao (2), Yuchen Zhu (3), Xiaoming Chen (2), Chang-Yu Hsieh (3), Zhongjun Ma (1 and 2) ((1) Hainan Institute of Zhejiang University, (2) Institute of Marine Biology and Pharmacology, Ocean College, Zhejiang University, (3) College of Pharmaceutical Sciences and Cancer Center, Zhejiang University)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Chemical Physics (physics.chem-ph); Biomolecules (q-bio.BM)
[13] arXiv:2406.12876 (cross-list from cs.LG) [pdf, other]
Title: Controlling Chaos Using Edge Computing Hardware
Robert M. Kent, Wendson A.S. Barbosa, Daniel J. Gauthier
Comments: 28 pages, 11 figures
Journal-ref: Nat Commun 15, 3886 (2024)
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Wed, 19 Jun 2024 (showing 11 of 11 entries )

[14] arXiv:2406.12783 [pdf, html, other]
Title: Zeroing neural dynamics solving time-variant complex conjugate matrix equation
Jiakuang He, Dongqing Wu
Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC); Systems and Control (eess.SY); Numerical Analysis (math.NA)
[15] arXiv:2406.12552 [pdf, html, other]
Title: Evolutionary Spiking Neural Networks: A Survey
Shuaijie Shen, Rui Zhang, Chao Wang, Renzhuo Huang, Aiersi Tuerhong, Qinghai Guo, Zhichao Lu, Jianguo Zhang, Luziwei Leng
Journal-ref: J Membr Comput (2024)
Subjects: Neural and Evolutionary Computing (cs.NE)
[16] arXiv:2406.12006 [pdf, html, other]
Title: Lexidate: Model Evaluation and Selection with Lexicase
Jose Guadalupe Hernandez, Anil Kumar Saini, Jason H. Moore
Subjects: Neural and Evolutionary Computing (cs.NE)
[17] arXiv:2406.11916 [pdf, html, other]
Title: Enhanced Elephant Herding Optimization for Large Scale Information Access on Social Media
Yassine Drias, Habiba Drias, Ilyes Khennak
Journal-ref: International Journal of Computer Information Systems and Industrial Management Applications, ISSN 2150-7988, Volume 14 (2022) pp. 28-47
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[18] arXiv:2406.11905 [pdf, html, other]
Title: EvIL: Evolution Strategies for Generalisable Imitation Learning
Silvia Sapora, Gokul Swamy, Chris Lu, Yee Whye Teh, Jakob Nicolaus Foerster
Comments: 17 pages, 8 figures, ICML 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[19] arXiv:2406.11870 [pdf, html, other]
Title: Sisteme Hibride de Invatare Automata si Aplicatii
Eduard Hogea, Darian Onchis
Comments: in Romanian language
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[20] arXiv:2406.12383 (cross-list from cs.DS) [pdf, html, other]
Title: Biased Pareto Optimization for Subset Selection with Dynamic Cost Constraints
Dan-Xuan Liu, Chao Qian
Comments: This paper has appeared at PPSN'24
Subjects: Data Structures and Algorithms (cs.DS); Neural and Evolutionary Computing (cs.NE)
[21] arXiv:2406.12220 (cross-list from cs.LG) [pdf, html, other]
Title: Hierarchical Associative Memory, Parallelized MLP-Mixer, and Symmetry Breaking
Ryo Karakida, Toshihiro Ota, Masato Taki
Comments: 18 pages
Subjects: Machine Learning (cs.LG); Disordered Systems and Neural Networks (cond-mat.dis-nn); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[22] arXiv:2406.12208 (cross-list from cs.CL) [pdf, html, other]
Title: Knowledge Fusion By Evolving Weights of Language Models
Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
Comments: Accepted by ACL2024 Findings
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[23] arXiv:2406.12200 (cross-list from cs.LG) [pdf, html, other]
Title: SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
Qiugang Zhan, Jinbo Cao, Xiurui Xie, Malu Zhang, Huajin Tang, Guisong Liu
Comments: 9 pages
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET); Multimedia (cs.MM); Neural and Evolutionary Computing (cs.NE)
[24] arXiv:2406.11993 (cross-list from cs.LG) [pdf, html, other]
Title: Delay Embedding Theory of Neural Sequence Models
Mitchell Ostrow, Adam Eisen, Ila Fiete
Comments: 14 pages, 9 figures
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Tue, 18 Jun 2024 (showing first 1 of 6 entries )

[25] arXiv:2406.11778 [pdf, html, other]
Title: Brain-inspired Computational Modeling of Action Recognition with Recurrent Spiking Neural Networks Equipped with Reinforcement Delay Learning
Alireza Nadafian, Milad Mozafari, Timothée Masquelier, Mohammad Ganjtabesh
Subjects: Neural and Evolutionary Computing (cs.NE)
Total of 44 entries : 1-25 26-44
Showing up to 25 entries per page: fewer | more | all