Neural and Evolutionary Computing

Authors and titles for cs.NE in Sep 2023

[1]  arXiv:2309.00149 [pdf, other]

Title: TurboGP: A flexible and advanced python based GP library

Authors: Lino Rodriguez-Coayahuitl, Alicia Morales-Reyes, Hugo Jair Escalante

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)

[2]  arXiv:2309.00851 [pdf, other]

Title: Drift Analysis with Fitness Levels for Elitist Evolutionary Algorithms

Authors: Jun He, Yuren Zhou

Subjects: Neural and Evolutionary Computing (cs.NE)

[3]  arXiv:2309.02600 [pdf, ps, other]

Title: Comparative Evaluation of Metaheuristic Algorithms for Hyperparameter Selection in Short-Term Weather Forecasting

Authors: Anuvab Sen, Arul Rhik Mazumder, Dibyarup Dutta, Udayon Sen, Pathikrit Syam, Sandipan Dhar

Comments: 8 pages, 3 figures, 2 Tables, Accepted by the 15th International Conference on Evolutionary Computation Theory and Applications (ECTA 2023) to be held as part of IJCCI 2023, November 13-15, 2023, Rome, Italy

Journal-ref: Proceedings of the 15th International Joint Conference on Computational Intelligence (2023)

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[4]  arXiv:2309.03318 [pdf, other]

Title: Fitness Approximation through Machine Learning

Authors: Itai Tzruia, Tomer Halperin, Moshe Sipper, Achiya Elyasaf

Comments: 9 pages, 5 tables, 2 figures. Submitted to IEEE Transactions on Emerging Topics in Computational Intelligence

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[5]  arXiv:2309.03388 [pdf, other]

Title: Are SNNs Truly Energy-efficient? $-$ A Hardware Perspective

Authors: Abhiroop Bhattacharjee, Ruokai Yin, Abhishek Moitra, Priyadarshini Panda

Comments: 5 pages

Subjects: Neural and Evolutionary Computing (cs.NE)

[6]  arXiv:2309.04426 [pdf, ps, other]

Title: Advanced Computing and Related Applications Leveraging Brain-inspired Spiking Neural Networks

Authors: Lyuyang Sima, Joseph Bucukovski, Erwan Carlson, Nicole L. Yien

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[7]  arXiv:2309.05263 [pdf, other]

Title: Brain-inspired Evolutionary Architectures for Spiking Neural Networks

Authors: Wenxuan Pan, Feifei Zhao, Zhuoya Zhao, Yi Zeng

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[8]  arXiv:2309.05430 [pdf, other]

Title: Neuromorphic Auditory Perception by Neural Spiketrum

Authors: Huajin Tang, Pengjie Gu, Jayawan Wijekoon, MHD Anas Alsakkal, Ziming Wang, Jiangrong Shen, Rui Yan

Comments: This work has been submitted to the IEEE for possible publication

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)

[9]  arXiv:2309.06652 [pdf, ps, other]

Title: Event-Driven Imaging in Turbid Media: A Confluence of Optoelectronics and Neuromorphic Computation

Authors: Ning Zhang, Timothy Shea, Arto Nurmikko

Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV)

[10]  arXiv:2309.07002 [pdf, other]

Title: Using Evolutionary Algorithms to Find Cache-Friendly Generalized Morton Layouts for Arrays

Authors: Stephen Nicholas Swatman, Ana-Lucia Varbanescu, Andy D. Pimentel, Andreas Salzburger, Attila Krasznahorkay

Comments: Minor textual changes, update of Figure 3 to incorporate a bugfix, notational changes to Table 1, Figure 4, Table 2 (no effect on veracity), addition of artifact information

Subjects: Neural and Evolutionary Computing (cs.NE); Performance (cs.PF)

[11]  arXiv:2309.07791 [pdf, other]

Title: A Multi-In and Multi-Out Dendritic Neuron Model and its Optimization

Authors: Yu Ding, Jun Yu, Chunzhi Gu, Shangce Gao, Chao Zhang

Subjects: Neural and Evolutionary Computing (cs.NE)

[12]  arXiv:2309.07934 [pdf, other]

Title: Racing Control Variable Genetic Programming for Symbolic Regression

Authors: Nan Jiang, Yexiang Xue

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[13]  arXiv:2309.08045 [pdf, other]

Title: Traveling Waves Encode the Recent Past and Enhance Sequence Learning

Authors: T. Anderson Keller, Lyle Muller, Terrence Sejnowski, Max Welling

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[14]  arXiv:2309.08232 [pdf, other]

Title: Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks

Authors: Murat Isik, Kayode Inadagbo

Comments: Accepted at 8th International Conference on Engineering of Computer-based Systems

Subjects: Neural and Evolutionary Computing (cs.NE)

[15]  arXiv:2309.08444 [pdf, other]

Title: Neural Network Exemplar Parallelization with Go

Authors: Georg Wiesinger, Erich Schikuta

Comments: 12 pages, to be submitted

Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC)

[16]  arXiv:2309.08449 [pdf, other]

Title: Do Random and Chaotic Sequences Really Cause Different PSO Performance? Further Results

Authors: {Paul Moritz Nörenberg, Hendrik Richter

Comments: arXiv admin note: text overlap with arXiv:2303.14099

Subjects: Neural and Evolutionary Computing (cs.NE)

[17]  arXiv:2309.08476 [pdf, ps, other]

Title: A Spiking Binary Neuron -- Detector of Causal Links

Authors: Mikhail Kiselev, Denis Larionov, Andrey Urusov

Subjects: Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)

[18]  arXiv:2309.09203 [pdf, other]

Title: Using Artificial Neural Networks to Determine Ontologies Most Relevant to Scientific Texts

Authors: Lukáš Korel, Alexander S. Behr, Norbert Kockmann, Martin Holeňa

Subjects: Neural and Evolutionary Computing (cs.NE)

[19]  arXiv:2309.09550 [pdf, other]

Title: Adaptive Reorganization of Neural Pathways for Continual Learning with Spiking Neural Networks

Authors: Bing Han, Feifei Zhao, Wenxuan Pan, Zhaoya Zhao, Xianqi Li, Qingqun Kong, Yi Zeng

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)

[20]  arXiv:2309.10201 [pdf, other]

Title: Evolving generalist controllers to handle a wide range of morphological variations

Authors: Corinna Triebold, Anil Yaman

Subjects: Neural and Evolutionary Computing (cs.NE)

[21]  arXiv:2309.10606 [pdf, ps, other]

Title: A Novel Hybrid Algorithm for Optimized Solutions in Ocean Renewable Energy Industry: Enhancing Power Take-Off Parameters and Site Selection Procedure of Wave Energy Converters

Authors: Hossein Mehdipour, Erfan Amini, Seyed Taghi Naeeni, Mehdi Neshat

Comments: 35 pages, 22 Figures, 7 Tables

Subjects: Neural and Evolutionary Computing (cs.NE)

[22]  arXiv:2309.10973 [pdf, other]

Title: Reachability Analysis for Lexicase Selection via Community Assembly Graphs

Authors: Emily Dolson, Alexander Lalejini

Subjects: Neural and Evolutionary Computing (cs.NE)

[23]  arXiv:2309.10987 [pdf, other]

Title: SpikingNeRF: Making Bio-inspired Neural Networks See through the Real World

Authors: Xingting Yao, Qinghao Hu, Tielong Liu, Zitao Mo, Zeyu Zhu, Zhengyang Zhuge, Jian Cheng

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)

[24]  arXiv:2309.11555 [pdf, other]

Title: Limitations in odour recognition and generalisation in a neuromorphic olfactory circuit

Authors: Nik Dennler, André van Schaik, Michael Schmuker

Comments: 8 pages, 4 figures

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Signal Processing (eess.SP)

[25]  arXiv:2309.11994 [pdf, ps, other]

Title: Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization

Authors: Hao Hao, Xiaoqun Zhang, Aimin Zhou

Comments: 18 pages, 9 figures

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)