We gratefully acknowledge support from
the Simons Foundation and member institutions.

Neural and Evolutionary Computing

Authors and titles for recent submissions, skipping first 35

[ total of 51 entries: 1-25 | 11-35 | 36-51 ]
[ showing 25 entries per page: fewer | more | all ]

Thu, 6 Jun 2024 (continued, showing last 5 of 14 entries)

[36]  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)
[37]  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)
[38]  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)
[39]  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)
[40]  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

[41]  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)
[42]  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)
[43]  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)
[44]  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)
[45]  arXiv:2406.01821 [pdf, other]
Title: GPU-Accelerated Rule Evaluation and Evolution
Authors: Hormoz Shahrzad, Risto Miikkulainen
Subjects: Neural and Evolutionary Computing (cs.NE)
[46]  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)
[47]  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)
[48]  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)
[49]  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)
[50]  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)
[51]  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)
[ total of 51 entries: 1-25 | 11-35 | 36-51 ]
[ showing 25 entries per page: fewer | more | all ]

Disable MathJax (What is MathJax?)

Links to: arXiv, form interface, find, cs, new, 2406, contact, help  (Access key information)