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Neural and Evolutionary Computing

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Total of 28 entries
Showing up to 50 entries per page: fewer | more | all

Fri, 25 Jul 2025 (showing 4 of 4 entries )

[1] arXiv:2507.18467 [pdf, html, other]
Title: Contraction, Criticality, and Capacity: A Dynamical-Systems Perspective on Echo-State Networks
Pradeep Singh, Lavanya Sankaranarayanan, Balasubramanian Raman
Comments: 10 pages
Subjects: Neural and Evolutionary Computing (cs.NE); Chaotic Dynamics (nlin.CD)
[2] arXiv:2507.18179 [pdf, html, other]
Title: Explicit Sign-Magnitude Encoders Enable Power-Efficient Multipliers
Felix Arnold, Maxence Bouvier, Ryan Amaudruz, Renzo Andri, Lukas Cavigelli
Comments: Accepted and presented at the 34th International Workshop on Logic & Synthesis June 2025
Subjects: Neural and Evolutionary Computing (cs.NE); Hardware Architecture (cs.AR); Performance (cs.PF)
[3] arXiv:2507.17886 [pdf, html, other]
Title: Neuromorphic Computing: A Theoretical Framework for Time, Space, and Energy Scaling
James B Aimone
Comments: True pre-print; to be submitted at future date
Subjects: Neural and Evolutionary Computing (cs.NE); Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC)
[4] arXiv:2507.18550 (cross-list from cs.AI) [pdf, html, other]
Title: On the Performance of Concept Probing: The Influence of the Data (Extended Version)
Manuel de Sousa Ribeiro, Afonso Leote, João Leite
Comments: Extended version of the paper published in Proceedings of the European Conference on Artificial Intelligence (ECAI 2025)
Subjects: Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Thu, 24 Jul 2025 (showing 3 of 3 entries )

[5] arXiv:2507.16937 [pdf, html, other]
Title: Fractional Spike Differential Equations Neural Network with Efficient Adjoint Parameters Training
Chengjie Ge, Yufeng Peng, Xueyang Fu, Qiyu Kang, Xuhao Li, Qixin Zhang, Junhao Ren, Zheng-Jun Zha
Subjects: Neural and Evolutionary Computing (cs.NE)
[6] arXiv:2507.16851 (cross-list from cs.CV) [pdf, other]
Title: Coarse-to-fine crack cue for robust crack detection
Zelong Liu, Yuliang Gu, Zhichao Sun, Huachao Zhu, Xin Xiao, Bo Du, Laurent Najman (LIGM), Yongchao Xu
Journal-ref: Pattern Recognition, 2026, 171, pp.112107
Subjects: Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Image and Video Processing (eess.IV)
[7] arXiv:2407.19707 (cross-list from math.NA) [pdf, html, other]
Title: Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations
Muhammad Luthfi Shahab, Hadi Susanto
Comments: Accepted for publication in Applied Mathematics and Computation
Subjects: Numerical Analysis (math.NA); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Pattern Formation and Solitons (nlin.PS)

Wed, 23 Jul 2025 (showing 3 of 3 entries )

[8] arXiv:2507.16043 [pdf, html, other]
Title: Beyond Rate Coding: Surrogate Gradients Enable Spike Timing Learning in Spiking Neural Networks
Ziqiao Yu, Pengfei Sun, Dan F. M. Goodman
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[9] arXiv:2507.16495 (cross-list from q-bio.NC) [pdf, html, other]
Title: Spiking neurons as predictive controllers of linear systems
Paolo Agliati, André Urbano, Pablo Lanillos, Nasir Ahmad, Marcel van Gerven, Sander Keemink
Subjects: Neurons and Cognition (q-bio.NC); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)
[10] arXiv:2507.15904 (cross-list from cs.LG) [pdf, html, other]
Title: Fast-VAT: Accelerating Cluster Tendency Visualization using Cython and Numba
MSR Avinash (Presidency University, Bangalore), Ismael Lachheb (EPITA School of Engineering and Computer Science, Paris, France)
Comments: 10 pages, 3 figures, 3 tables. Code available at this https URL
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Tue, 22 Jul 2025 (showing 11 of 11 entries )

[11] arXiv:2507.15734 [pdf, html, other]
Title: TONUS: Neuromorphic human pose estimation for artistic sound co-creation
Jules Lecomte (1), Konrad Zinner (2), Michael Neumeier (1), Axel von Arnim (1) ((1) Fortiss GmbH, Munich, Germany, (2) Hochschule für Musik und Theater Munich, Germany)
Comments: Published at the International Joint Conference on Neural Networks 2025 in the special track on HUMAN-AI INTERACTION IN CREATIVE ARTS AND SCIENCES
Subjects: Neural and Evolutionary Computing (cs.NE)
[12] arXiv:2507.15615 [pdf, html, other]
Title: DHEvo: Data-Algorithm Based Heuristic Evolution for Generalizable MILP Solving
Zhihao Zhang, Siyuan Li, Chenxi Li, Feifan Liu, Mengjing Chen, Kai Li, Tao Zhong, Bo An, Peng Liu
Subjects: Neural and Evolutionary Computing (cs.NE)
[13] arXiv:2507.14757 [pdf, html, other]
Title: Analyzing Internal Activity and Robustness of SNNs Across Neuron Parameter Space
Szymon Mazurek, Jakub Caputa, Maciej Wielgosz
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[14] arXiv:2507.14386 [pdf, html, other]
Title: Training oscillator Ising machines to assign the dynamic stability of their equilibrium points
Yi Cheng, Zongli Lin
Comments: 8 pages, 4 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Information Retrieval (cs.IR)
[15] arXiv:2507.14270 [pdf, html, other]
Title: APTx Neuron: A Unified Trainable Neuron Architecture Integrating Activation and Computation
Ravin Kumar
Comments: 10 pages, 2 figures, 1 table, and GitHub repository for the source code
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[16] arXiv:2507.15486 (cross-list from q-bio.NC) [pdf, other]
Title: The Role of Excitatory Parvalbumin-positive Neurons in the Tectofugal Pathway of Pigeon (Columba livia) Hierarchical Visual Processing
Shan Lu, Xiaoteng Zhang, Yueyang Cang, Shihao Pan, Yanyan Peng, Xinwei Li, Shaoju Zeng, Yingjie Zhu, Li Shi
Subjects: Neurons and Cognition (q-bio.NC); Neural and Evolutionary Computing (cs.NE)
[17] arXiv:2507.15132 (cross-list from cs.LG) [pdf, html, other]
Title: Transforming Datasets to Requested Complexity with Projection-based Many-Objective Genetic Algorithm
Joanna Komorniczak
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[18] arXiv:2507.15118 (cross-list from eess.SP) [pdf, html, other]
Title: Graph Attention Networks for Detecting Epilepsy from EEG Signals Using Accessible Hardware in Low-Resource Settings
Szymon Mazurek, Stephen Moore, Alessandro Crimi
Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[19] arXiv:2507.14747 (cross-list from cs.LG) [pdf, html, other]
Title: Pruning Increases Orderedness in Recurrent Computation
Yiding Song
Comments: 8 pages, 11 figures, 2 tables, Workshop on Methods and Opportunities at Small Scale (MOSS), ICML 2025
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[20] arXiv:2507.14172 (cross-list from cs.LG) [pdf, other]
Title: Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
Julien Pourcel, Cédric Colas, Pierre-Yves Oudeyer
Journal-ref: Proceedings of the 42 nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, 2025
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[21] arXiv:2503.22814 (cross-list from astro-ph.IM) [pdf, other]
Title: Enhancing Celestial Imaging: High Dynamic Range with Neuromorphic Cameras
Satyapreet Singh Yadav, Nirupam Roy, Chetan Singh Thakur
Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)

Mon, 21 Jul 2025 (showing 7 of 7 entries )

[22] arXiv:2507.14011 [pdf, other]
Title: Conceptual and Design Principles for a Self-Referential Algorithm Mimicking Neuronal Assembly Functions
Paolo Totaro, Alberto Mangiante
Subjects: Neural and Evolutionary Computing (cs.NE); Robotics (cs.RO)
[23] arXiv:2507.13785 [pdf, html, other]
Title: MorphoNAS: Embryogenic Neural Architecture Search Through Morphogen-Guided Development
Mykola Glybovets, Sergii Medvid
Comments: 13 pages, 8 figures; Preprint of a manuscript submitted for peer review
Subjects: Neural and Evolutionary Computing (cs.NE)
[24] arXiv:2507.13549 [pdf, html, other]
Title: Evolving Neural Controllers for Xpilot-AI Racing Using Neuroevolution of Augmenting Topologies
Jim O'Connor, Nicholas Lorentzen, Gary B. Parker, Derin Gezgin
Comments: IJCCI Conference on Evolutionary Computation and Theory and Applications, 2025
Subjects: Neural and Evolutionary Computing (cs.NE)
[25] arXiv:2507.13485 [pdf, html, other]
Title: Neural Architecture Search with Mixed Bio-inspired Learning Rules
Imane Hamzaoui, Riyadh Baghdadi
Comments: ECAI 2025
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)
[26] arXiv:2507.14069 (cross-list from cs.DC) [pdf, html, other]
Title: Edge Intelligence with Spiking Neural Networks
Shuiguang Deng, Di Yu, Changze Lv, Xin Du, Linshan Jiang, Xiaofan Zhao, Wentao Tong, Xiaoqing Zheng, Weijia Fang, Peng Zhao, Gang Pan, Schahram Dustdar, Albert Y. Zomaya
Comments: This work has been submitted to Proceeding of IEEE for possible publication
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)
[27] arXiv:2507.13659 (cross-list from cs.CV) [pdf, html, other]
Title: When Person Re-Identification Meets Event Camera: A Benchmark Dataset and An Attribute-guided Re-Identification Framework
Xiao Wang, Qian Zhu, Shujuan Wu, Bo Jiang, Shiliang Zhang, Yaowei Wang, Yonghong Tian, Bin Luo
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[28] arXiv:2507.13539 (cross-list from cs.RO) [pdf, html, other]
Title: SCOPE for Hexapod Gait Generation
Jim O'Connor, Jay B. Nash, Derin Gezgin, Gary B. Parker
Comments: IJCCI Conference on Evolutionary Computation and Theory and Applications, 2025
Subjects: Robotics (cs.RO); Neural and Evolutionary Computing (cs.NE)
Total of 28 entries
Showing up to 50 entries per page: fewer | more | all