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Neural and Evolutionary Computing

Authors and titles for recent submissions, skipping first 4

[ total of 51 entries: 1-25 | 5-29 | 30-51 ]
[ showing 25 entries per page: fewer | more | all ]

Fri, 7 Jun 2024 (continued, showing last 4 of 8 entries)

[5]  arXiv:2406.03958 (cross-list from cs.ET) [pdf, ps, other]
Title: Haptic in-sensor computing device made of carbon nanotube-polydimethylsiloxane nanocomposites
Authors: Kouki Kimizuka, Saman Azhari, Shoshi Tokuno, Ahmet Karacali, Yuki Usami, Shuhei Ikemoto, Hakaru Tamukoh, Hirofumi Tanaka
Comments: 24 pages, 12 figures
Subjects: Emerging Technologies (cs.ET); Neural and Evolutionary Computing (cs.NE)
[6]  arXiv:2406.03919 (cross-list from cs.LG) [pdf, other]
Title: Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations
Authors: Jan Hagnberger, Marimuthu Kalimuthu, Daniel Musekamp, Mathias Niepert
Comments: Accepted for publication at the 41st International Conference on Machine Learning (ICML) 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Neural and Evolutionary Computing (cs.NE); Computational Physics (physics.comp-ph)
[7]  arXiv:2406.03731 (cross-list from cs.LG) [pdf, other]
Title: Quality-Diversity with Limited Resources
Authors: Ren-Jian Wang, Ke Xue, Cong Guan, Chao Qian
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Neural and Evolutionary Computing (cs.NE)
[8]  arXiv:2406.03722 (cross-list from cs.LG) [pdf, other]
Title: Offline Multi-Objective Optimization
Authors: Ke Xue, Rong-Xi Tan, Xiaobin Huang, Chao Qian
Comments: ICML 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Neural and Evolutionary Computing (cs.NE)

Thu, 6 Jun 2024

[9]  arXiv:2406.03470 [pdf, other]
Title: SpikeZIP-TF: Conversion is All You Need for Transformer-based SNN
Authors: Kang You, Zekai Xu, Chen Nie, Zhijie Deng, Qinghai Guo, Xiang Wang, Zhezhi He
Comments: * These authors contributed equally to this work
Subjects: Neural and Evolutionary Computing (cs.NE)
[10]  arXiv:2406.03287 [pdf, other]
Title: SpikeLM: Towards General Spike-Driven Language Modeling via Elastic Bi-Spiking Mechanisms
Authors: Xingrun Xing, Zheng Zhang, Ziyi Ni, Shitao Xiao, Yiming Ju, Siqi Fan, Yequan Wang, Jiajun Zhang, Guoqi Li
Subjects: Neural and Evolutionary Computing (cs.NE); Computation and Language (cs.CL); Machine Learning (cs.LG)
[11]  arXiv:2406.03054 [pdf, ps, other]
Title: Spiking representation learning for associative memories
Authors: Naresh Ravichandran, Anders Lansner, Pawel Herman
Subjects: Neural and Evolutionary Computing (cs.NE); Neurons and Cognition (q-bio.NC)
[12]  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)
[13]  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)
[14]  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)
[15]  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)
[16]  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)
[17]  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)
[18]  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)
[19]  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)
[20]  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)
[21]  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)
[22]  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 (showing first 7 of 11 entries)

[23]  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)
[24]  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)
[25]  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)
[26]  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)
[27]  arXiv:2406.01821 [pdf, other]
Title: GPU-Accelerated Rule Evaluation and Evolution
Authors: Hormoz Shahrzad, Risto Miikkulainen
Subjects: Neural and Evolutionary Computing (cs.NE)
[28]  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)
[29]  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)
[ total of 51 entries: 1-25 | 5-29 | 30-51 ]
[ showing 25 entries per page: fewer | more | all ]

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