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: 11 pages, 5 tables, 2 figures. Submitted to IEEE Transactions on Evolutionary Computation

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

Comments: This paper has been published in the proceedings of the Genetic and Evolutionary Computation Conference (GECCO '24)

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)

[26]  arXiv:2309.12148 [pdf, other]

Title: Neural Modelling of Dynamic Systems with Time Delays Based on an Adjusted NEAT Algorithm

Authors: Krzysztof Laddach, Rafał Łangowski

Comments: Conference paper

Journal-ref: In: Kowalczuk, Z. (eds) Intelligent and Safe Computer Systems in Control and Diagnostics. DPS 2022 (2023)

Subjects: Neural and Evolutionary Computing (cs.NE)

[27]  arXiv:2309.12484 [pdf, other]

Title: Robust Energy Consumption Prediction with a Missing Value-Resilient Metaheuristic-based Neural Network in Mobile App Development

Authors: Seyed Jalaleddin Mousavirad, Luís A. Alexandre

Comments: This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible

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

[28]  arXiv:2309.12854 [pdf, ps, other]

Title: ThinResNet: A New Baseline for Structured Convolutional Networks Pruning

Authors: Hugo Tessier, Ghouti Boukli Hacene, Vincent Gripon

Comments: 11 pages, 2 figures, 3 tables

Subjects: Neural and Evolutionary Computing (cs.NE)

[29]  arXiv:2309.12927 [pdf, other]

Title: Emergent mechanisms for long timescales depend on training curriculum and affect performance in memory tasks

Authors: Sina Khajehabdollahi, Roxana Zeraati, Emmanouil Giannakakis, Tim Jakob Schäfer, Georg Martius, Anna Levina

Journal-ref: The Twelfth International Conference on Learning Representations (2024)

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

[30]  arXiv:2309.13095 [pdf, ps, other]

Title: Multiple Independent DE Optimizations to Tackle Uncertainty and Variability in Demand in Inventory Management

Authors: Sarit Maitra, Sukanya Kundu, Vivek Mishra

Comments: 6 pages, 2 figures, 6 tables, IEEE (ICITEE 2023)

Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG); Optimization and Control (math.OC)

[31]  arXiv:2309.13302 [pdf, other]

Title: Gaining the Sparse Rewards by Exploring Lottery Tickets in Spiking Neural Network

Authors: Hao Cheng, Jiahang Cao, Erjia Xiao, Mengshu Sun, Renjing Xu

Comments: This paper is under submission

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

[32]  arXiv:2309.13349 [pdf, other]

Title: Speeding-up Evolutionary Algorithms to solve Black-Box Optimization Problems

Authors: Judith Echevarrieta, Etor Arza, Aritz Pérez

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

[33]  arXiv:2309.14032 [pdf, other]

Title: DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization

Authors: Haoran Ye, Jiarui Wang, Zhiguang Cao, Helan Liang, Yong Li

Comments: Accepted at NeurIPS 2023

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

[34]  arXiv:2309.14037 [pdf, other]

Title: An automatic selection of optimal recurrent neural network architecture for processes dynamics modelling purposes

Authors: Krzysztof Laddach, Rafał Łangowski, Tomasz A. Rutkowski, Bartosz Puchalski

Comments: 32 pages, 17 figures, code available

Journal-ref: Applied Soft Computing, Volume 116, 2022

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

[35]  arXiv:2309.15601 [pdf, other]

Title: A Study on Tiny YOLO for Resource Constrained Xray Threat Detection

Authors: Raghav Ambati, Ayon Borthakur

Comments: Paper Accepted in AI-ML Systems '23, SAI4E Workshop, Bangalore

Subjects: Neural and Evolutionary Computing (cs.NE)

[36]  arXiv:2309.16158 [pdf, other]

Title: FireFly v2: Advancing Hardware Support for High-Performance Spiking Neural Network with a Spatiotemporal FPGA Accelerator

Authors: Jindong Li, Guobin Shen, Dongcheng Zhao, Qian Zhang, Yi Zeng

Subjects: Neural and Evolutionary Computing (cs.NE); Hardware Architecture (cs.AR)

[37]  arXiv:2309.16413 [pdf, other]

Title: Genetic Engineering Algorithm (GEA): An Efficient Metaheuristic Algorithm for Solving Combinatorial Optimization Problems

Authors: Majid Sohrabi, Amir M. Fathollahi-Fard, Vasilii A. Gromov

Comments: Accepted in Data Analytics and Management in Data Intensive Domains (DAMDID/RCDL 2023)

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

[38]  arXiv:2309.16687 [pdf, ps, other]

Title: Duality Principle and Biologically Plausible Learning: Connecting the Representer Theorem and Hebbian Learning

Authors: Yanis Bahroun, Dmitri B. Chklovskii, Anirvan M. Sengupta

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

[39]  arXiv:2309.00241 (cross-list from cs.RO) [pdf, ps, other]

Title: Spiking based Cellular Learning Automata (SCLA) algorithm for mobile robot motion formulation

Authors: Vahid Pashaei Rad, Vahid Azimi Rad, Saleh Valizadeh Sotubadi

Subjects: Robotics (cs.RO); Neural and Evolutionary Computing (cs.NE)

[40]  arXiv:2309.00330 (cross-list from cs.LG) [pdf, other]

Title: Multitask Deep Learning for Accurate Risk Stratification and Prediction of Next Steps for Coronary CT Angiography Patients

Authors: Juan Lu, Mohammed Bennamoun, Jonathon Stewart, JasonK.Eshraghian, Yanbin Liu, Benjamin Chow, Frank M.Sanfilippo, Girish Dwivedi

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

[41]  arXiv:2309.01446 (cross-list from cs.CL) [pdf, other]

Title: Open Sesame! Universal Black Box Jailbreaking of Large Language Models

Authors: Raz Lapid, Ron Langberg, Moshe Sipper

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

[42]  arXiv:2309.01775 (cross-list from cs.LG) [pdf, other]

Title: Gated recurrent neural networks discover attention

Authors: Nicolas Zucchet, Seijin Kobayashi, Yassir Akram, Johannes von Oswald, Maxime Larcher, Angelika Steger, João Sacramento

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

[43]  arXiv:2309.02214 (cross-list from cs.LG) [pdf, other]

Title: Improving equilibrium propagation without weight symmetry through Jacobian homeostasis

Authors: Axel Laborieux, Friedemann Zenke

Comments: ICLR 2024

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

[44]  arXiv:2309.02354 (cross-list from cs.RO) [pdf, other]

Title: A Lightweight and Transferable Design for Robust LEGO Manipulation

Authors: Ruixuan Liu, Yifan Sun, Changliu Liu

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

[45]  arXiv:2309.02435 (cross-list from cs.LG) [pdf, other]

Title: Efficient RL via Disentangled Environment and Agent Representations

Authors: Kevin Gmelin, Shikhar Bahl, Russell Mendonca, Deepak Pathak

Comments: ICML 2023. Website at this https URL

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

[46]  arXiv:2309.02614 (cross-list from cs.LG) [pdf, other]

Title: Utilizing Generative Adversarial Networks for Stable Structure Generation in Angry Birds

Authors: Frederic Abraham, Matthew Stephenson

Comments: 11 pages, 10 figures, 2 tables, Accepted at the 19th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE 23)

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

[47]  arXiv:2309.02712 (cross-list from cs.LG) [pdf, ps, other]

Title: Unveiling the frontiers of deep learning: innovations shaping diverse domains

Authors: Shams Forruque Ahmed, Md. Sakib Bin Alam, Maliha Kabir, Shaila Afrin, Sabiha Jannat Rafa, Aanushka Mehjabin, Amir H. Gandomi

Comments: 64 pages, 3 figures, 3 tables

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

[48]  arXiv:2309.03220 (cross-list from cs.HC) [pdf, ps, other]

Title: Conversational Swarm Intelligence, a Pilot Study

Authors: Louis Rosenberg, Gregg Willcox, Hans Schumann, Miles Bader, Ganesh Mani, Kokoro Sagae, Devang Acharya, Yuxin Zheng, Andrew Kim, Jialing Deng

Comments: Pending for conference, Collective Intelligence 2023 (ACM)

Subjects: Human-Computer Interaction (cs.HC); Neural and Evolutionary Computing (cs.NE)

[49]  arXiv:2309.03221 (cross-list from cs.AR) [pdf, other]

Title: SPAIC: A sub-$μ$W/Channel, 16-Channel General-Purpose Event-Based Analog Front-End with Dual-Mode Encoders

Authors: Shyam Narayanan, Matteo Cartiglia, Arianna Rubino, Charles Lego, Charlotte Frenkel, Giacomo Indiveri

Comments: 5 pages, 10 figures, Accepted for lecture at IEEE BioCAS Conference 2023

Subjects: Hardware Architecture (cs.AR); Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)

[50]  arXiv:2309.03487 (cross-list from cs.LG) [pdf, other]

Title: Privacy-preserving Continual Federated Clustering via Adaptive Resonance Theory

Authors: Naoki Masuyama, Yusuke Nojima, Yuichiro Toda, Chu Kiong Loo, Hisao Ishibuchi, Naoyuki Kubota

Comments: This paper is currently under review. arXiv admin note: substantial text overlap with arXiv:2305.01507

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