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)

[51]  arXiv:2309.03694 (cross-list from cs.LG) [pdf, other]

Title: Short-Term Load Forecasting Using A Particle-Swarm Optimized Multi-Head Attention-Augmented CNN-LSTM Network

Authors: Paapa Kwesi Quansah, Edwin Kwesi Ansah Tenkorang

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Systems and Control (eess.SY)

[52]  arXiv:2309.05805 (cross-list from cs.LG) [pdf, other]

Title: Online ML Self-adaptation in Face of Traps

Authors: Michal Töpfer, František Plášil, Tomáš Bureš, Petr Hnětynka, Martin Kruliš, Danny Weyns

Comments: This is the authors' version of the paper M. T\"opfer, F. Pl\'a\v{s}il, T. Bure\v{s}, P. Hn\v{e}tynka, M. Kruli\v{s}, D. Weyns: Online ML Self-adaptation in Face of Traps, accepted for publication in Proceedings of ACSOS 2023, Toronto, Canada

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

[53]  arXiv:2309.05900 (cross-list from cs.CV) [pdf, other]

Title: Adversarial Attacks Assessment of Salient Object Detection via Symbolic Learning

Authors: Gustavo Olague, Roberto Pineda, Gerardo Ibarra-Vazquez, Matthieu Olague, Axel Martinez, Sambit Bakshi, Jonathan Vargas, Isnardo Reducindo

Comments: 14 pages, 8 figures, 6 tables, IEEE Transactions on Emerging Topics in Computing, Accepted for publication

Subjects: Computer Vision and Pattern Recognition (cs.CV); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[54]  arXiv:2309.05947 (cross-list from math.NA) [pdf, other]

Title: Tumoral Angiogenic Optimizer: A new bio-inspired based metaheuristic

Authors: Hernández Rodríguez, Matías Ezequiel

Comments: 16 pages; 7 figures; added real-world problems in section 4 (pressure vessel design, tension/compression spring and sustainable explotation renewable resource); added references for section 4; typos corrected

Subjects: Numerical Analysis (math.NA); Neural and Evolutionary Computing (cs.NE)

[55]  arXiv:2309.05968 (cross-list from cs.LG) [pdf, ps, other]

Title: Neural Network Layer Matrix Decomposition reveals Latent Manifold Encoding and Memory Capacity

Authors: Ng Shyh-Chang, A-Li Luo, Bo Qiu

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Biological Physics (physics.bio-ph)

[56]  arXiv:2309.05999 (cross-list from cs.AI) [pdf, ps, other]

Title: Life-inspired Interoceptive Artificial Intelligence for Autonomous and Adaptive Agents

Authors: Sungwoo Lee, Younghyun Oh, Hyunhoe An, Hyebhin Yoon, Karl J. Friston, Seok Jun Hong, Choong-Wan Woo

Comments: 28 pages, 4 figures, 3 boxes

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

[57]  arXiv:2309.06046 (cross-list from cs.LG) [pdf, other]

Title: BatMan-CLR: Making Few-shots Meta-Learners Resilient Against Label Noise

Authors: Jeroen M. Galjaard, Robert Birke, Juan Perez, Lydia Y. Chen

Comments: 10 pages,3 figures

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

[58]  arXiv:2309.06629 (cross-list from cs.AI) [pdf, other]

Title: The Relational Bottleneck as an Inductive Bias for Efficient Abstraction

Authors: Taylor W. Webb, Steven M. Frankland, Awni Altabaa, Simon Segert, Kamesh Krishnamurthy, Declan Campbell, Jacob Russin, Tyler Giallanza, Zack Dulberg, Randall O'Reilly, John Lafferty, Jonathan D. Cohen

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

[59]  arXiv:2309.06726 (cross-list from cs.CL) [pdf, ps, other]

Title: Enhancing Keyphrase Generation by BART Finetuning with Splitting and Shuffling

Authors: Bin Chen, Mizuho Iwaihara

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Digital Libraries (cs.DL); Neural and Evolutionary Computing (cs.NE)

[60]  arXiv:2309.07716 (cross-list from cs.LG) [pdf, ps, other]

Title: Understanding Vector-Valued Neural Networks and Their Relationship with Real and Hypercomplex-Valued Neural Networks

Authors: Marcos Eduardo Valle

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

[61]  arXiv:2309.08399 (cross-list from cs.RO) [pdf, other]

Title: Optimizing Modular Robot Composition: A Lexicographic Genetic Algorithm Approach

Authors: Jonathan Külz, Matthias Althoff

Comments: \c{opyright} 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

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

[62]  arXiv:2309.09195 (cross-list from cs.LG) [pdf, other]

Title: SplitEE: Early Exit in Deep Neural Networks with Split Computing

Authors: Divya J. Bajpai, Vivek K. Trivedi, Sohan L. Yadav, Manjesh K. Hanawal

Comments: 10 pages, to appear in the proceeding AIMLSystems 2023

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

[63]  arXiv:2309.09397 (cross-list from cs.CL) [pdf, other]

Title: Do Large GPT Models Discover Moral Dimensions in Language Representations? A Topological Study Of Sentence Embeddings

Authors: Stephen Fitz

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Computers and Society (cs.CY); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[64]  arXiv:2309.09469 (cross-list from cs.SD) [pdf, other]

Title: Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks

Authors: Zeyang Song, Jibin Wu, Malu Zhang, Mike Zheng Shou, Haizhou Li

Comments: Accepted by ICASSP2024

Subjects: Sound (cs.SD); Neural and Evolutionary Computing (cs.NE); Audio and Speech Processing (eess.AS)

[65]  arXiv:2309.09694 (cross-list from cs.LG) [pdf, other]

Title: Noise-Augmented Boruta: The Neural Network Perturbation Infusion with Boruta Feature Selection

Authors: Hassan Gharoun, Navid Yazdanjoe, Mohammad Sadegh Khorshidi, Amir H. Gandomi

Comments: 8 pages, 4 figures, 8 tables, 4 algorithms

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

[66]  arXiv:2309.10510 (cross-list from eess.SY) [pdf, other]

Title: Logic Design of Neural Networks for High-Throughput and Low-Power Applications

Authors: Kangwei Xu, Grace Li Zhang, Ulf Schlichtmann, Bing Li

Comments: accepted by ASPDAC 2024

Subjects: Systems and Control (eess.SY); Neural and Evolutionary Computing (cs.NE)

[67]  arXiv:2309.11246 (cross-list from cs.LG) [pdf, other]

Title: Grassroots Operator Search for Model Edge Adaptation

Authors: Hadjer Benmeziane, Kaoutar El Maghraoui, Hamza Ouarnoughi, Smail Niar

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

[68]  arXiv:2309.11928 (cross-list from cs.CV) [pdf, other]

Title: Video Scene Location Recognition with Neural Networks

Authors: Lukáš Korel, Petr Pulc, Jiří Tumpach, Martin Holeňa

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

[69]  arXiv:2309.12437 (cross-list from cs.ET) [pdf, other]

Title: Implementation of digital MemComputing using standard electronic components

Authors: Yuan-Hang Zhang, Massimiliano Di Ventra

Comments: 9 pages, 15 figures

Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE); Adaptation and Self-Organizing Systems (nlin.AO)

[70]  arXiv:2309.12488 (cross-list from cs.LG) [pdf, other]

Title: Sharpness-Aware Minimization and the Edge of Stability

Authors: Philip M. Long, Peter L. Bartlett

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

[71]  arXiv:2309.12761 (cross-list from cs.CV) [pdf, other]

Title: S3TC: Spiking Separated Spatial and Temporal Convolutions with Unsupervised STDP-based Learning for Action Recognition

Authors: Mireille El-Assal, Pierre Tirilly, Ioan Marius Bilasco

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

[72]  arXiv:2309.12862 (cross-list from cs.LG) [pdf, other]

Title: Associative Transformer

Authors: Yuwei Sun, Hideya Ochiai, Zhirong Wu, Stephen Lin, Ryota Kanai

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

[73]  arXiv:2309.12996 (cross-list from cs.LG) [pdf, other]

Title: Point Cloud Network: An Order of Magnitude Improvement in Linear Layer Parameter Count

Authors: Charles Hetterich

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

[74]  arXiv:2309.13658 (cross-list from cs.LG) [pdf, other]

Title: Fantastic Generalization Measures are Nowhere to be Found

Authors: Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger

Comments: 34 pages, 1 figure. Minor fix: subsection 6.2 -> section 7

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

[75]  arXiv:2309.13908 (cross-list from cs.RO) [pdf, other]

Title: A comparison of controller architectures and learning mechanisms for arbitrary robot morphologies

Authors: Jie Luo, Jakub Tomczak, Karine Miras, Agoston E. Eiben

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

[76]  arXiv:2309.13985 (cross-list from cs.LG) [pdf, other]

Title: Physics-Driven ML-Based Modelling for Correcting Inverse Estimation

Authors: Ruiyuan Kang, Tingting Mu, Panos Liatsis, Dimitrios C. Kyritsis

Comments: 19 pages, the paper is accepted by Neurips 2023 as a spotlight

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

[77]  arXiv:2309.14364 (cross-list from cs.HC) [pdf, other]

Title: Automata Quest: NCAs as a Video Game Life Mechanic

Authors: Hiroki Sato, Tanner Lund, Takahide Yoshida, Atsushi Masumori

Comments: This article was submitted to and presented at Alife for and from Video Games Workshop at ALIFE2023, Sappro (Japan)

Journal-ref: Alife for and from Video Games Workshop at ALIFE2023

Subjects: Human-Computer Interaction (cs.HC); Graphics (cs.GR); Multiagent Systems (cs.MA); Neural and Evolutionary Computing (cs.NE); Software Engineering (cs.SE)

[78]  arXiv:2309.14611 (cross-list from cs.CV) [pdf, other]

Title: Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline

Authors: Xiao Wang, Shiao Wang, Chuanming Tang, Lin Zhu, Bo Jiang, Yonghong Tian, Jin Tang

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

[79]  arXiv:2309.15223 (cross-list from cs.CL) [pdf, other]

Title: Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition

Authors: Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth G. Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastow, Ivan Bulyko

Comments: Accepted to IEEE ASRU 2023. Internal Review Approved. Revised 2nd version with Andreas and Huck. The first version is in Sep 29th. 8 pages

Journal-ref: Proc. IEEE ASRU Workshop, Dec. 2023

Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[80]  arXiv:2309.15803 (cross-list from cs.LG) [pdf, ps, other]

Title: ANNCRIPS: Artificial Neural Networks for Cancer Research In Prediction & Survival

Authors: Amit Mathapati

Comments: 13 pages, 25 figures, 2 tables. arXiv admin note: text overlap with arXiv:cs/0405016 by other authors

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Neural and Evolutionary Computing (cs.NE)

[81]  arXiv:2309.15946 (cross-list from cs.LG) [pdf, other]

Title: Unified Long-Term Time-Series Forecasting Benchmark

Authors: Jacek Cyranka, Szymon Haponiuk

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

[82]  arXiv:2309.16131 (cross-list from cs.LG) [pdf, ps, other]

Title: A Spectral Approach for Learning Spatiotemporal Neural Differential Equations

Authors: Mingtao Xia, Xiangting Li, Qijing Shen, Tom Chou

Comments: 21 pages, 5 figures

Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Spectral Theory (math.SP)

[83]  arXiv:2309.16512 (cross-list from cs.LG) [pdf, other]

Title: From Complexity to Clarity: Analytical Expressions of Deep Neural Network Weights via Clifford's Geometric Algebra and Convexity

Authors: Mert Pilanci

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Optimization and Control (math.OC); Machine Learning (stat.ML)

[84]  arXiv:2309.16797 (cross-list from cs.CL) [pdf, other]

Title: Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution

Authors: Chrisantha Fernando, Dylan Banarse, Henryk Michalewski, Simon Osindero, Tim Rocktäschel

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

[85]  arXiv:2309.00001 (cross-list from q-bio.OT) [pdf, other]

Title: QuanAnts Machine: A Quantum Algorithm for Biomarker Discovery

Authors: Phuong-Nam Nguyen

Subjects: Other Quantitative Biology (q-bio.OT); Neural and Evolutionary Computing (cs.NE)

[86]  arXiv:2309.00644 (cross-list from math.OC) [pdf, other]

Title: Ten New Benchmarks for Optimization

Authors: Xin-She Yang

Comments: 11 pages, 6 figures

Subjects: Optimization and Control (math.OC); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

[87]  arXiv:2309.02332 (cross-list from q-bio.NC) [pdf, other]

Title: Information Processing by Neuron Populations in the Central Nervous System: Mathematical Structure of Data and Operations

Authors: Martin N. P. Nilsson

Comments: 36 pages, 12 figures

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

[88]  arXiv:2309.04382 (cross-list from cond-mat.dis-nn) [pdf, other]

Title: Emergent learning in physical systems as feedback-based aging in a glassy landscape

Authors: Vidyesh Rao Anisetti, Ananth Kandala, J. M. Schwarz

Comments: 11 pages, 7 figures

Subjects: Disordered Systems and Neural Networks (cond-mat.dis-nn); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[89]  arXiv:2309.05102 (cross-list from q-bio.NC) [pdf, ps, other]

Title: Is Learning in Biological Neural Networks based on Stochastic Gradient Descent? An analysis using stochastic processes

Authors: Sören Christensen, Jan Kallsen

Subjects: Neurons and Cognition (q-bio.NC); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Probability (math.PR)

[90]  arXiv:2309.06449 (cross-list from cond-mat.mes-hall) [pdf, ps, other]

Title: Quantized Non-Volatile Nanomagnetic Synapse based Autoencoder for Efficient Unsupervised Network Anomaly Detection

Authors: Muhammad Sabbir Alam, Walid Al Misba, Jayasimha Atulasimha

Subjects: Mesoscale and Nanoscale Physics (cond-mat.mes-hall); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[91]  arXiv:2309.06710 (cross-list from cond-mat.mtrl-sci) [pdf, other]

Title: Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm

Authors: Sadman Sadeed Omee, Lai Wei, Jianjun Hu

Subjects: Materials Science (cond-mat.mtrl-sci); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[92]  arXiv:2309.07339 (cross-list from quant-ph) [pdf, other]

Title: Efficient quantum recurrent reinforcement learning via quantum reservoir computing

Authors: Samuel Yen-Chi Chen

Subjects: Quantum Physics (quant-ph); Artificial Intelligence (cs.AI); Emerging Technologies (cs.ET); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

[93]  arXiv:2309.07895 (cross-list from math.DS) [pdf, other]

Title: Investigating HLB control strategies using Genetic Algorithms: A two-orchard model approach with ACP Dispersal

Authors: Andrés Anzo Hernández, Uvencio José Giménez Mujica, Carlos Hernández Gracidas, José Jacobo Oliveros Oliveros

Subjects: Dynamical Systems (math.DS); Neural and Evolutionary Computing (cs.NE)

[94]  arXiv:2309.08835 (cross-list from eess.SP) [pdf, ps, other]

Title: Intelligent machines work in unstructured environments by differential neuromorphic computing

Authors: Shengbo Wang, Shuo Gao, Chenyu Tang, Edoardo Occhipinti, Cong Li, Shurui Wang, Jiaqi Wang, Hubin Zhao, Guohua Hu, Arokia Nathan, Ravinder Dahiya, Luigi Occhipinti

Comments: 16 pages, 5 figures

Journal-ref: Nat Commun, vol. 15, no. 1, p. 4671, May 2024

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

[95]  arXiv:2309.09984 (cross-list from q-bio.NC) [pdf, ps, other]

Title: BDEC:Brain Deep Embedded Clustering model

Authors: Xiaoxiao Ma, Chunzhi Yi, Zhicai Zhong, Hui Zhou, Baichun Wei, Haiqi Zhu, Feng Jiang

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

[96]  arXiv:2309.10823 (cross-list from q-bio.NC) [pdf, other]

Title: Gradient-based methods for spiking physical systems

Authors: Julian Göltz, Sebastian Billaudelle, Laura Kriener, Luca Blessing, Christian Pehle, Eric Müller, Johannes Schemmel, Mihai A. Petrovici

Comments: 2 page abstract, submitted to and accepted by the NNPC (International conference on neuromorphic, natural and physical computing)

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

[97]  arXiv:2309.14523 (cross-list from q-bio.NC) [pdf, other]

Title: Smooth Exact Gradient Descent Learning in Spiking Neural Networks

Authors: Christian Klos, Raoul-Martin Memmesheimer

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

[98]  arXiv:2309.15001 (cross-list from math.ST) [pdf, ps, other]

Title: Convergence guarantees for forward gradient descent in the linear regression model

Authors: Thijs Bos, Johannes Schmidt-Hieber

Comments: 15 pages

Subjects: Statistics Theory (math.ST); Neural and Evolutionary Computing (cs.NE)

[99]  arXiv:2309.15090 (cross-list from q-bio.NC) [pdf, ps, other]

Title: Single Biological Neurons as Temporally Precise Spatio-Temporal Pattern Recognizers

Authors: David Beniaguev

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

[100]  arXiv:2309.16046 (cross-list from q-bio.NC) [pdf, other]

Title: Confidence and second-order errors in cortical circuits

Authors: Arno Granier, Mihai A. Petrovici, Walter Senn, Katharina A. Wilmes

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