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Neural and Evolutionary Computing

Authors and titles for recent submissions, skipping first 18

[ total of 54 entries: 1-50 | 19-54 ]
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Thu, 6 Jun 2024 (continued, showing last 11 of 14 entries)

[19]  arXiv:2406.03046 [pdf, other]
Title: When Spiking neural networks meet temporal attention image decoding and adaptive spiking neuron
Authors: Xuerui Qiu, Zheng Luan, Zhaorui Wang, Rui-Jie Zhu
Comments: Accepted by ICLR23 tiny paper
Subjects: Neural and Evolutionary Computing (cs.NE)
[20]  arXiv:2406.02923 [pdf, other]
Title: Rethinking Spiking Neural Networks as State Space Models
Authors: Malyaban Bal, Abhronil Sengupta
Comments: Under Review
Subjects: Neural and Evolutionary Computing (cs.NE)
[21]  arXiv:2406.02765 [pdf, other]
Title: Discovering Dynamic Symbolic Policies with Genetic Programming
Authors: Sigur de Vries, Sander Keemink, Marcel van Gerven
Comments: 22 pages including references and appendix, 4 figures, 1 algorithm, 5 tables
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[22]  arXiv:2406.02658 [pdf, other]
Title: Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization
Authors: Shengjie Ren, Zhijia Qiu, Chao Bian, Miqing Li, Chao Qian
Comments: arXiv admin note: text overlap with arXiv:2406.02118
Subjects: Neural and Evolutionary Computing (cs.NE)
[23]  arXiv:2406.02580 [pdf, other]
Title: Exploiting Chaotic Dynamics as Deep Neural Networks
Authors: Shuhong Liu, Nozomi Akashi, Qingyao Huang, Yasuo Kuniyoshi, Kohei Nakajima
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[24]  arXiv:2406.02943 (cross-list from cs.IR) [pdf, ps, other]
Title: The Task-oriented Queries Benchmark (ToQB)
Authors: Keun Soo Yim
Comments: Data available on GitHub, this https URL
Subjects: Information Retrieval (cs.IR); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Human-Computer Interaction (cs.HC); Neural and Evolutionary Computing (cs.NE)
[25]  arXiv:2406.02924 (cross-list from cs.LG) [pdf, other]
Title: Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models
Authors: Peijie Dong, Lujun Li, Zhenheng Tang, Xiang Liu, Xinglin Pan, Qiang Wang, Xiaowen Chu
Comments: Accepted by ICML2024, 29 pages, 4 figures
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Neural and Evolutionary Computing (cs.NE)
[26]  arXiv:2406.02921 (cross-list from cs.CL) [pdf, other]
Title: Text Injection for Neural Contextual Biasing
Authors: Zhong Meng, Zelin Wu, Rohit Prabhavalkar, Cal Peyser, Weiran Wang, Nanxin Chen, Tara N. Sainath, Bhuvana Ramabhadran
Comments: 5 pages, 1 figure
Journal-ref: Interspeech 2024, Kos Island, Greece
Subjects: Computation and Language (cs.CL); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Audio and Speech Processing (eess.AS)
[27]  arXiv:2406.02867 (cross-list from cs.LG) [pdf, ps, other]
Title: Oscillations enhance time-series prediction in reservoir computing with feedback
Authors: Yuji Kawai, Takashi Morita, Jihoon Park, Minoru Asada
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[28]  arXiv:2406.02604 (cross-list from cs.LG) [pdf, ps, other]
Title: Gated recurrent neural network with TPE Bayesian optimization for enhancing stock index prediction accuracy
Authors: Bivas Dinda
Comments: 23 pages, 9 figures, 12 tables
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE); Computational Finance (q-fin.CP)
[29]  arXiv:2406.02597 (cross-list from cs.LG) [pdf, other]
Title: CoNO: Complex Neural Operator for Continous Dynamical Physical Systems
Authors: Karn Tiwari, N M Anoop Krishnan, A P Prathosh
Comments: Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE)

Wed, 5 Jun 2024

[30]  arXiv:2406.02349 [pdf, other]
Title: CADE: Cosine Annealing Differential Evolution for Spiking Neural Network
Authors: Runhua Jiang, Guodong Du, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV)
[31]  arXiv:2406.02118 [pdf, other]
Title: An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms
Authors: Chao Bian, Shengjie Ren, Miqing Li, Chao Qian
Subjects: Neural and Evolutionary Computing (cs.NE)
[32]  arXiv:2406.01883 [pdf, other]
Title: Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity
Authors: Jiangrong Shen, Wenyao Ni, Qi Xu, Gang Pan, Huajin Tang
Subjects: Neural and Evolutionary Computing (cs.NE); Human-Computer Interaction (cs.HC)
[33]  arXiv:2406.01829 [pdf, other]
Title: FacAID: A Transformer Model for Neuro-Symbolic Facade Reconstruction
Authors: Aleksander Płocharski, Jan Swidzinski, Joanna Porter-Sobieraj, Przemyslaw Musialski
Comments: 11 pages, 10 figures, preprint
Subjects: Graphics (cs.GR); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[34]  arXiv:2406.01821 [pdf, other]
Title: GPU-Accelerated Rule Evaluation and Evolution
Authors: Hormoz Shahrzad, Risto Miikkulainen
Subjects: Neural and Evolutionary Computing (cs.NE)
[35]  arXiv:2406.01812 [pdf, other]
Title: Memory Capacity Analysis of Time-delay Reservoir Computing Based on Silicon Microring Resonator Nonlinearities
Authors: Bernard J. Giron Castro, Christophe Peucheret, Francesco Da Ros
Comments: 12 pages, 12 figures. Proceedings SPIE Europe 2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI); Optics (physics.optics)
[36]  arXiv:2406.02507 (cross-list from cs.CV) [pdf, other]
Title: Guiding a Diffusion Model with a Bad Version of Itself
Authors: Tero Karras, Miika Aittala, Tuomas Kynkäänniemi, Jaakko Lehtinen, Timo Aila, Samuli Laine
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE); Machine Learning (stat.ML)
[37]  arXiv:2406.02197 (cross-list from eess.SY) [pdf, ps, other]
Title: A Pipelined Memristive Neural Network Analog-to-Digital Converter
Authors: Loai Danial, Kanishka Sharma, Shahar Kvatinsky
Subjects: Systems and Control (eess.SY); Neural and Evolutionary Computing (cs.NE)
[38]  arXiv:2406.02075 (cross-list from cs.LG) [pdf, other]
Title: ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU
Authors: Qi Qiu, Tao Zhu, Helin Gong, Liming Chen, Huansheng Ning
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[39]  arXiv:2406.02056 (cross-list from cs.LG) [pdf, other]
Title: CAP: A Context-Aware Neural Predictor for NAS
Authors: Han Ji, Yuqi Feng, Yanan Sun
Comments: Accepted by IJCAI24
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[40]  arXiv:2406.01617 (cross-list from q-bio.BM) [pdf, ps, other]
Title: LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides
Authors: Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco A. Deriu, Dario Piga, Gianvito Grasso
Subjects: Biomolecules (q-bio.BM); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)

Tue, 4 Jun 2024

[41]  arXiv:2406.01469 [pdf, other]
Title: Tomographic Reconstruction and Regularisation with Search Space Expansion and Total Variation
Authors: Mohammad Majid al-Rifaie, Tim Blackwell
Subjects: Neural and Evolutionary Computing (cs.NE); Computer Vision and Pattern Recognition (cs.CV)
[42]  arXiv:2406.01309 [pdf, other]
Title: REvolve: Reward Evolution with Large Language Models for Autonomous Driving
Authors: Rishi Hazra, Alkis Sygkounas, Andreas Persson, Amy Loutfi, Pedro Zuidberg Dos Martires
Comments: project page: this https URL arXiv admin note: text overlap with arXiv:2310.12931 by other authors
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[43]  arXiv:2406.01215 [pdf, other]
Title: The hop-like problem nature -- unveiling and modelling new features of real-world problems
Authors: Michal W. Przewozniczek, Bartosz Frej, Marcin M. Komarnicki
Subjects: Neural and Evolutionary Computing (cs.NE)
[44]  arXiv:2406.01072 [pdf, other]
Title: Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
Authors: Yaxin Li, Qi Xu, Jiangrong Shen, Hongming Xu, Long Chen, Gang Pan
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[45]  arXiv:2406.00528 [pdf, ps, other]
Title: The Firefighter Algorithm: A Hybrid Metaheuristic for Optimization Problems
Authors: M.Z. Naser, A.Z. Naser
Subjects: Neural and Evolutionary Computing (cs.NE); Applications (stat.AP)
[46]  arXiv:2406.00405 [pdf, other]
Title: Autaptic Synaptic Circuit Enhances Spatio-temporal Predictive Learning of Spiking Neural Networks
Authors: Lihao Wang, Zhaofei Yu
Comments: Accepted by ICML2024
Subjects: Neural and Evolutionary Computing (cs.NE); Artificial Intelligence (cs.AI)
[47]  arXiv:2406.00389 [pdf, other]
Title: Understanding the Convergence in Balanced Resonate-and-Fire Neurons
Authors: Saya Higuchi, Sander M. Bohte, Sebastian Otte
Subjects: Neural and Evolutionary Computing (cs.NE); Machine Learning (cs.LG)
[48]  arXiv:2406.00082 [pdf, ps, other]
Title: Multistable Physical Neural Networks
Authors: Eran Ben-Haim, Sefi Givli, Yizhar Or, Amir Gat
Comments: 21 pages, 6 figures
Subjects: Neural and Evolutionary Computing (cs.NE); Adaptation and Self-Organizing Systems (nlin.AO)
[49]  arXiv:2406.00409 (cross-list from cs.CV) [pdf, other]
Title: Arabic Handwritten Text for Person Biometric Identification: A Deep Learning Approach
Authors: Mazen Balat, Youssef Mohamed, Ahmed Heakl, Ahmed Zaky
Comments: 6 pages, 11 figures, 4 tables, International IEEE Conference on the Intelligent Methods, Systems, and Applications (IMSA)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Multimedia (cs.MM); Neural and Evolutionary Computing (cs.NE)
[50]  arXiv:2406.00378 (cross-list from physics.app-ph) [pdf, ps, other]
Title: Real-Time State Modulation and Acquisition Circuit in Neuromorphic Memristive Systems
Authors: Shengbo Wang, Cong Li, Tongming Pu, Jian Zhang, Weihao Ma, Luigi Occhipinti, Arokia Nathan, Shuo Gao
Comments: 5 pages, 8 figures
Subjects: Applied Physics (physics.app-ph); Neural and Evolutionary Computing (cs.NE)
[51]  arXiv:2406.00239 (cross-list from cs.CV) [pdf, other]
Title: A Review of Pulse-Coupled Neural Network Applications in Computer Vision and Image Processing
Authors: Nurul Rafi, Pablo Rivas
Comments: The 25th International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV 2021)
Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[52]  arXiv:2406.00177 (cross-list from cs.LG) [pdf, other]
Title: Flexible and Efficient Surrogate Gradient Modeling with Forward Gradient Injection
Authors: Sebastian Otte
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[53]  arXiv:2406.00154 (cross-list from cs.AI) [pdf, other]
Title: A Novel Ranking Scheme for the Performance Analysis of Stochastic Optimization Algorithms using the Principles of Severity
Authors: Sowmya Chandrasekaran, Thomas Bartz-Beielstein
Subjects: Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)
[54]  arXiv:2406.00114 (cross-list from cs.RO) [pdf, ps, other]
Title: Dynamic Multi-Objective Lion Swarm Optimization with Multi-strategy Fusion: An application in 6R robot trajectory
Authors: Bao Liu, Tianbao Liu, Lei Gao, Zhongshuo Hu, Fei Ye
Subjects: Robotics (cs.RO); Neural and Evolutionary Computing (cs.NE)
[ total of 54 entries: 1-50 | 19-54 ]
[ showing 50 entries per page: fewer | more | all ]

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