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Neural and Evolutionary Computing

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Total of 38 entries
Showing up to 50 entries per page: fewer | more | all

Thu, 14 Nov 2024 (showing 4 of 4 entries )

[1] arXiv:2411.08735 [pdf, html, other]
Title: New advances in universal approximation with neural networks of minimal width
Dennis Rochau, Hanno Gottschalk, Robin Chan
Comments: 56 pages in the main text, 70 pages with Appendix
Subjects: Neural and Evolutionary Computing (cs.NE); Functional Analysis (math.FA)
[2] arXiv:2411.08437 [pdf, html, other]
Title: Evolutionary Algorithm with Detection Region Method for Constrained Multi-Objective Problems with Binary Constraints
Weixiong Huang, Rui Wang, Tao Zhang, Sheng Qi, Ling Wang
Subjects: Neural and Evolutionary Computing (cs.NE)
[3] arXiv:2411.08798 (cross-list from cs.LG) [pdf, html, other]
Title: Learning Gaussian Multi-Index Models with Gradient Flow: Time Complexity and Directional Convergence
Berfin Simsek, Amire Bendjeddou, Daniel Hsu
Comments: 21 pages, 6 figures, under review by AISTATS 2025
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Algebraic Geometry (math.AG)
[4] arXiv:2411.08674 (cross-list from cs.AR) [pdf, html, other]
Title: Reducing ADC Front-end Costs During Training of On-sensor Printed Multilayer Perceptrons
Florentia Afentaki, Paula Carolina Lozano Duarte, Georgios Zervakis, Mehdi B. Tahoori
Comments: This article is accepted for publication in IEEE Embedded Systems Letters
Subjects: Hardware Architecture (cs.AR); Neural and Evolutionary Computing (cs.NE)

Wed, 13 Nov 2024 (showing 6 of 6 entries )

[5] arXiv:2411.07860 [pdf, html, other]
Title: Integrating Chaotic Evolutionary and Local Search Techniques in Decision Space for Enhanced Evolutionary Multi-Objective Optimization
Xiang Meng
Subjects: Neural and Evolutionary Computing (cs.NE)
[6] arXiv:2411.07397 [pdf, html, other]
Title: Spiking Transformer Hardware Accelerators in 3D Integration
Boxun Xu, Junyoung Hwang, Pruek Vanna-iampikul, Sung Kyu Lim, Peng Li
Subjects: Neural and Evolutionary Computing (cs.NE); Hardware Architecture (cs.AR)
[7] arXiv:2411.07873 (cross-list from cs.LG) [pdf, html, other]
Title: Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules
Binxu Wang, Jiaqi Shang, Haim Sompolinsky
Comments: 12 pages, 5 figures. Accepted to NeurIPS2024 Workshop on System 2 Reasoning At Scale as long paper
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[8] arXiv:2411.07654 (cross-list from cs.ET) [pdf, html, other]
Title: Spike Talk in Power Electronic Grids -- Leveraging Post Moore's Computing Laws
Yubo Song, Subham Sahoo
Comments: The manuscript has been accepted for publication in the Proceedings of 2024 IEEE Design Methodologies for Power Electronics Conference (DMC2024)
Subjects: Emerging Technologies (cs.ET); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)
[9] arXiv:2411.07634 (cross-list from cs.AI) [pdf, html, other]
Title: Exploring Multi-Agent Reinforcement Learning for Unrelated Parallel Machine Scheduling
Maria Zampella, Urtzi Otamendi, Xabier Belaunzaran, Arkaitz Artetxe, Igor G. Olaizola, Giuseppe Longo, Basilio Sierra
Comments: 11 pages, 5 figures, 4 tables, article submitted to a journal
Subjects: Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE)
[10] arXiv:2411.07243 (cross-list from q-bio.NC) [pdf, html, other]
Title: Neuropsychology and Explainability of AI: A Distributional Approach to the Relationship Between Activation Similarity of Neural Categories in Synthetic Cognition
Michael Pichat, Enola Campoli, William Pogrund, Jourdan Wilson, Michael Veillet-Guillem, Anton Melkozerov, Paloma Pichat, Armanush Gasparian, Samuel Demarchi, Judicael Poumay
Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

Tue, 12 Nov 2024 (showing 23 of 23 entries )

[11] arXiv:2411.07057 [pdf, html, other]
Title: Randomized Forward Mode Gradient for Spiking Neural Networks in Scientific Machine Learning
Ruyin Wan, Qian Zhang, George Em Karniadakis
Subjects: Neural and Evolutionary Computing (cs.NE); Numerical Analysis (math.NA); Optimization and Control (math.OC)
[12] arXiv:2411.06792 [pdf, html, other]
Title: Evolving Efficient Genetic Encoding for Deep Spiking Neural Networks
Wenxuan Pan, Feifei Zhao, Bing Han, Haibo Tong, Yi Zeng
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[13] arXiv:2411.06491 [pdf, html, other]
Title: MBL-CPDP: A Multi-objective Bilevel Method for Cross-Project Defect Prediction via Automated Machine Learning
Jiaxin Chen, Jinliang Ding, Kay Chen Tan, Jiancheng Qian, Ke Li
Comments: 37 pages
Subjects: Neural and Evolutionary Computing (cs.NE)
[14] arXiv:2411.05865 [pdf, other]
Title: Bilinear Fuzzy Genetic Algorithm and Its Application on the Optimum Design of Steel Structures with Semi-rigid Connections
Salar Farahmand-Tabar, Payam Ashtari
Comments: 19 pages, 12 figures, book chapter, Springer
Journal-ref: (2023) In: Kulkarni, A.J., Gandomi, A.H. (eds) Handbook of Formal Optimization. Springer
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[15] arXiv:2411.05864 [pdf, other]
Title: Boosting the Efficiency of Metaheuristics Through Opposition-Based Learning in Optimum Locating of Control Systems in Tall Buildings
Salar Farahmand-Tabar, Sina Shirgir
Comments: 17 pages, 4 figures, book chapter, Springer
Journal-ref: In: Kulkarni, A.J., Gandomi, A.H. (eds) Handbook of Formal Optimization. Springer, 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)
[16] arXiv:2411.05861 [pdf, other]
Title: Rethinking Deep Learning: Non-backpropagation and Non-optimization Machine Learning Approach Using Hebbian Neural Networks
Kei Itoh
Comments: 13 pages, 4 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[17] arXiv:2411.05820 [pdf, html, other]
Title: Guiding Genetic Programming with Graph Neural Networks
Piotr Wyrwiński, Krzysztof Krawiec
Comments: Full version of the same-titled paper accepted at GECCO 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Symbolic Computation (cs.SC); Machine Learning (stat.ML)
[18] arXiv:2411.05816 [pdf, html, other]
Title: Learning Characteristics of Reverse Quaternion Neural Network
Shogo Yamauchi, Tohru Nitta, Takaaki Ohnishi
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[19] arXiv:2411.05806 [pdf, html, other]
Title: SkipSNN: Efficiently Classifying Spike Trains with Event-attention
Hang Yin, Yao Su, Liping Liu, Thomas Hartvigsen, Xin Dai, Xiangnan Kong
Comments: Published as a research paper at IEEE BigData 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[20] arXiv:2411.05802 [pdf, html, other]
Title: Similarity-based context aware continual learning for spiking neural networks
Bing Han, Feifei Zhao, Yang Li, Qingqun Kong, Xianqi Li, Yi Zeng
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[21] arXiv:2411.05798 [pdf, html, other]
Title: A Genetic Algorithm for Multi-Capacity Fixed-Charge Flow Network Design
Caleb Eardley, Dalton Gomez, Ryan Dupuis, Michael Papadopoulos, Sean Yaw
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[22] arXiv:2411.05797 [pdf, html, other]
Title: What is Metaheuristics? A Primer for the Epidemiologists
Elvis Han Cui, Haowen Xu, Weng Kee Wong
Comments: 31 pages, 2 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Computation (stat.CO)
[23] arXiv:2411.07120 (cross-list from cs.LG) [pdf, html, other]
Title: Efficient Adaptive Optimization via Subset-Norm and Subspace-Momentum: Fast, Memory-Reduced Training with Convergence Guarantees
Thien Hang Nguyen, Huy Le Nguyen
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
[24] arXiv:2411.06802 (cross-list from q-bio.NC) [pdf, html, other]
Title: Identifying the impact of local connectivity patterns on dynamics in excitatory-inhibitory networks
Yuxiu Shao (1 and 2), David Dahmen (3), Stefano Recanatesi (4), Eric Shea-Brown (5 and 6), Srdjan Ostojic (2) ((1) School of Systems Science, Beijing Normal University, Beijing, China, (2) Laboratoire de Neurosciences Cognitives et Computationnelles, INSERM U960, Ecole Normale Superieure - PSL Research University, Paris, France, (3) Institute for Advanced Simulation (IAS-6) Computational and Systems Neuroscience, Jülich Research Center, Jülich, Germany, (4) Technion, Israel Institute of Technology, Haifa, Israel, (5) Department of Applied Mathematics and Computational Neuroscience Center, University of Washington, Seattle, WA, USA, (6) Allen Institute for Brain Science, Seattle, WA, USA)
Comments: 25 pages, 15 figures
Subjects: Neurons and Cognition (q-bio.NC); Disordered Systems and Neural Networks (cond-mat.dis-nn); Neural and Evolutionary Computing (cs.NE)
[25] arXiv:2411.06728 (cross-list from cs.LG) [pdf, html, other]
Title: On the Principles of ReLU Networks with One Hidden Layer
Changcun Huang
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[26] arXiv:2411.06613 (cross-list from cs.LG) [pdf, html, other]
Title: Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study
Ayana Moshruba, Ihsen Alouani, Maryam Parsa
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Neural and Evolutionary Computing (cs.NE)
[27] arXiv:2411.06367 (cross-list from cs.LG) [pdf, html, other]
Title: BayesNAM: Leveraging Inconsistency for Reliable Explanations
Hoki Kim, Jinseong Park, Yujin Choi, Seungyun Lee, Jaewook Lee
Comments: Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[28] arXiv:2411.06315 (cross-list from cs.CV) [pdf, html, other]
Title: NeuReg: Domain-invariant 3D Image Registration on Human and Mouse Brains
Taha Razzaq, Asim Iqbal
Comments: 15 pages, 5 figures, 5 tables
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Quantitative Methods (q-bio.QM)
[29] arXiv:2411.06236 (cross-list from cs.LG) [pdf, html, other]
Title: Zero-Shot NAS via the Suppression of Local Entropy Decrease
Ning Wu, Han Huang, Yueting Xu, Zhifeng Hao
Comments: 8 pages, 2 figures. Corrected typos and latex template
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)
[30] arXiv:2411.06124 (cross-list from cond-mat.dis-nn) [pdf, html, other]
Title: Exploring Structural Nonlinearity in Binary Polariton-Based Neuromorphic Architectures
Evgeny Sedov, Alexey Kavokin
Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Applied Physics (physics.app-ph)
[31] arXiv:2411.06011 (cross-list from cs.SI) [pdf, html, other]
Title: Exploring the Impact of Reflexivity Theory and Cognitive Social Structures on the Dynamics of Doctor-Patient Social System
Al Saqib Majumder
Comments: The related code can be found in this repository: this https URL
Subjects: Social and Information Networks (cs.SI); Neural and Evolutionary Computing (cs.NE); Physics and Society (physics.soc-ph)
[32] arXiv:2411.05873 (cross-list from cs.LG) [pdf, html, other]
Title: Poor Man's Training on MCUs: A Memory-Efficient Quantized Back-Propagation-Free Approach
Yequan Zhao, Hai Li, Ian Young, Zheng Zhang
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Neural and Evolutionary Computing (cs.NE)
[33] arXiv:2411.05855 (cross-list from cs.LG) [pdf, html, other]
Title: Learning Morphisms with Gauss-Newton Approximation for Growing Networks
Neal Lawton, Aram Galstyan, Greg Ver Steeg
Comments: 12 pages, 4 figures
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

Mon, 11 Nov 2024 (showing 1 of 1 entries )

[34] arXiv:2411.05715 (cross-list from cs.SD) [pdf, html, other]
Title: On the Role of Noise in AudioVisual Integration: Evidence from Artificial Neural Networks that Exhibit the McGurk Effect
Lukas Grasse, Matthew S. Tata
Subjects: Sound (cs.SD); Multimedia (cs.MM); Neural and Evolutionary Computing (cs.NE); Audio and Speech Processing (eess.AS)

Fri, 8 Nov 2024 (showing 4 of 4 entries )

[35] arXiv:2411.04658 [pdf, html, other]
Title: Finding Strong Lottery Ticket Networks with Genetic Algorithms
Philipp Altmann, Julian Schönberger, Maximilian Zorn, Thomas Gabor
Comments: 12 pages, 7 figures, 5 tables, accepted for publication at the 16th International Joint Conference on Computational Intelligence (IJCCI 2024)
Subjects: Neural and Evolutionary Computing (cs.NE)
[36] arXiv:2411.04817 (cross-list from physics.acc-ph) [pdf, html, other]
Title: Harnessing the Power of Gradient-Based Simulations for Multi-Objective Optimization in Particle Accelerators
Kishansingh Rajput, Malachi Schram, Auralee Edelen, Jonathan Colen, Armen Kasparian, Ryan Roussel, Adam Carpenter, He Zhang, Jay Benesch
Subjects: Accelerator Physics (physics.acc-ph); Neural and Evolutionary Computing (cs.NE)
[37] arXiv:2411.04728 (cross-list from cs.LG) [pdf, html, other]
Title: Neuromorphic Wireless Split Computing with Multi-Level Spikes
Dengyu Wu, Jiechen Chen, Bipin Rajendran, H. Vincent Poor, Osvaldo Simeone
Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Neural and Evolutionary Computing (cs.NE)
[38] arXiv:2411.04547 (cross-list from cs.AI) [pdf, html, other]
Title: Dynamic Detection of Relevant Objectives and Adaptation to Preference Drifts in Interactive Evolutionary Multi-Objective Optimization
Seyed Mahdi Shavarani, Mahmoud Golabi, Richard Allmendinger, Lhassane Idoumghar
Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC)
Total of 38 entries
Showing up to 50 entries per page: fewer | more | all