Neural and Evolutionary Computing

Authors and titles for cs.NE in Mar 2024

[1]  arXiv:2403.00270 [pdf, other]

Title: Event-Driven Learning for Spiking Neural Networks

Authors: Wenjie Wei, Malu Zhang, Jilin Zhang, Ammar Belatreche, Jibin Wu, Zijing Xu, Xuerui Qiu, Hong Chen, Yang Yang, Haizhou Li

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

[2]  arXiv:2403.00450 [pdf, other]

Title: Parallel Hyperparameter Optimization Of Spiking Neural Network

Authors: Thomas Firmin, Pierre Boulet, El-Ghazali Talbi

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

[3]  arXiv:2403.00865 [pdf, other]

Title: Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning

Authors: Christian Raymond, Qi Chen, Bing Xue, Mengjie Zhang

Comments: arXiv admin note: substantial text overlap with arXiv:2209.08907

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

[4]  arXiv:2403.01024 [pdf, other]

Title: Reservoir Computing Using Measurement-Controlled Quantum Dynamics

Authors: A.H.Abbas, Ivan S.Maksymov

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Quantum Physics (quant-ph)

[5]  arXiv:2403.01827 [pdf, ps, other]

Title: Analysis and Fully Memristor-based Reservoir Computing for Temporal Data Classification

Authors: Ankur Singh, Sanghyeon Choi, Gunuk Wang, Maryaradhiya Daimari, Byung-Geun Lee

Comments: 22 pages, 20 figures, Journal, Typo corrected and updated reference

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

[6]  arXiv:2403.01900 [pdf, other]

Title: Universality of reservoir systems with recurrent neural networks

Authors: Hiroki Yasumoto, Toshiyuki Tanaka

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

[7]  arXiv:2403.02131 [pdf, other]

Title: Deep Reinforcement Learning for Dynamic Algorithm Selection: A Proof-of-Principle Study on Differential Evolution

Authors: Hongshu Guo, Yining Ma, Zeyuan Ma, Jiacheng Chen, Xinglin Zhang, Zhiguang Cao, Jun Zhang, Yue-Jiao Gong

Comments: Accepted by IEEE Transactions on Systems, Man, and Cybernetics: Systems at Thu, Feb 29, 2024

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

[8]  arXiv:2403.02331 [pdf, ps, other]

Title: Toward Neuromic Computing: Neurons as Autoencoders

Authors: Larry Bull

Subjects: Neural and Evolutionary Computing (cs.NE)

[9]  arXiv:2403.02667 [pdf, other]

Title: G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth

Authors: Juan Zou, Weiwei Jiang, Yizhang Xia, Yuan Liu, Zhanglu Hou

Subjects: Neural and Evolutionary Computing (cs.NE)

[10]  arXiv:2403.03002 [pdf, ps, other]

Title: Mem-elements based Neuromorphic Hardware for Neural Network Application

Authors: Ankur Singh

Comments: Master's Thesis

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

[11]  arXiv:2403.03397 [pdf, other]

Title: Explaining Genetic Programming Trees using Large Language Models

Authors: Paula Maddigan, Andrew Lensen, Bing Xue

Subjects: Neural and Evolutionary Computing (cs.NE)

[12]  arXiv:2403.03409 [pdf, other]

Title: Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN

Authors: Biswadeep Chakraborty, Beomseok Kang, Harshit Kumar, Saibal Mukhopadhyay

Comments: Published as a conference paper at ICLR 2024

Journal-ref: ICLR 2024

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

[13]  arXiv:2403.03781 [pdf, other]

Title: Neural Architecture Search using Particle Swarm and Ant Colony Optimization

Authors: Séamus Lankford, Diarmuid Grimes

Journal-ref: Proceedings of The 28th Irish Conference on Artificial Intelligence and Cognitive Science. 2771. CEUR-WS, 2020

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

[14]  arXiv:2403.05877 [pdf, other]

Title: A Performance Analysis of Basin Hopping Compared to Established Metaheuristics for Global Optimization

Authors: Marco Baioletti, Valentino Santucci, Marco Tomassini

Comments: 32 pages, 7 figures

Journal-ref: Journal of Global Optimization, 1--30, 2024

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

[15]  arXiv:2403.06805 [pdf, other]

Title: On the Robustness of Lexicase Selection to Contradictory Objectives

Authors: Shakiba Shahbandegan, Emily Dolson

Subjects: Neural and Evolutionary Computing (cs.NE)

[16]  arXiv:2403.07035 [pdf, other]

Title: Multiple Population Alternate Evolution Neural Architecture Search

Authors: Juan Zou, Han Chu, Yizhang Xia, Junwen Xu, Yuan Liu, Zhanglu Hou

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

[17]  arXiv:2403.07182 [pdf, other]

Title: MAP-Elites with Transverse Assessment for Multimodal Problems in Creative Domains

Authors: Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis

Comments: 18 pages, 5 figures To be published in the proceedings of the 13th International Conference on Artificial Intelligence in Music, Sound, Art and Design (EvoMUSART) 2024

Subjects: Neural and Evolutionary Computing (cs.NE)

[18]  arXiv:2403.07886 [pdf, other]

Title: A Memetic Algorithm To Find a Hamiltonian Cycle in a Hamiltonian Graph

Authors: Sarwan Ali, Pablo Moscato

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

[19]  arXiv:2403.07917 [pdf, other]

Title: A Neural-Evolutionary Algorithm for Autonomous Transit Network Design

Authors: Andrew Holliday, Gregory Dudek

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. arXiv admin note: text overlap with arXiv:2306.00720

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

[20]  arXiv:2403.08153 [pdf, ps, other]

Title: The Runtime of Random Local Search on the Generalized Needle Problem

Authors: Benjamin Doerr, Andrew James Kelley

Comments: 18 pages

Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS)

[21]  arXiv:2403.08549 [pdf, other]

Title: Wet TinyML: Chemical Neural Network Using Gene Regulation and Cell Plasticity

Authors: Samitha Somathilaka, Adrian Ratwatte, Sasitharan Balasubramaniam, Mehmet Can Vuran, Witawas Srisa-an, Pietro Liò

Comments: Accepted as a full paper by the tinyML Research Symposium 2024

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

[22]  arXiv:2403.08786 [pdf, ps, other]

Title: One-Spike SNN: Single-Spike Phase Coding with Base Manipulation for ANN-to-SNN Conversion Loss Minimization

Authors: Sangwoo Hwang, Jaeha Kung

Comments: 11 pages, 10 figures

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

[23]  arXiv:2403.08791 [pdf, other]

Title: Gated Chemical Units

Authors: Mónika Farsang, Radu Grosu

Subjects: Neural and Evolutionary Computing (cs.NE)

[24]  arXiv:2403.08797 [pdf, other]

Title: Evolutionary Algorithms Simulating Molecular Evolution: A New Field Proposal

Authors: James S. L. Browning Jr., Daniel R. Tauritz, John Beckmann

Comments: 7 pages, 2 figures

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

[25]  arXiv:2403.08804 [pdf, other]

Title: Forward Direct Feedback Alignment for Online Gradient Estimates of Spiking Neural Networks

Authors: Florian Bacho, Dminique Chu

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