A third-order finite difference weighted essentially non-oscillatory scheme with shallow neural network

Authors: Kwanghyuk Park, Xinjuan Chen, Dongjin Lee, Jiaxi Gu, Jae-Hun Jung

Source: Applied Numerical Mathematics. 218:1-21

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, FOS: Mathematics, Computer Science - Neural and Evolutionary Computing, Mathematics - Numerical Analysis, Numerical Analysis (math.NA), Neural and Evolutionary Computing (cs.NE), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2407.06333

Automatic Implementation of Neural Networks Through Reaction Networks—Part I: Circuit Design and Convergence Analysis

Authors: Yuzhen Fan, Xiaoyu Zhang, Chuanhou Gao, Denis Dochain

Source: IEEE Transactions on Automatic Control. 70:6356-6371

Subject Terms: FOS: Computer and information sciences, Computer Science - Machine Learning, FOS: Mathematics, Computer Science - Neural and Evolutionary Computing, Dynamical Systems (math.DS), Neural and Evolutionary Computing (cs.NE), Mathematics - Dynamical Systems, Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2311.18313

AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse Structures

Authors: Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Jian Yang, Shi Cheng, Yuhui Shi

Source: IEEE Transactions on Emerging Topics in Computational Intelligence. 9:3690-3703

Subject Terms: FOS: Computer and information sciences, Artificial Intelligence (cs.AI), Computer Science - Artificial Intelligence, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, 02 engineering and technology, Neural and Evolutionary Computing (cs.NE)

Access URL: http://arxiv.org/abs/2204.00998

Physics Informed Neural Network—Estimated Circuit Parameter Adaptive Modulation of DAB

Authors: Saikat Dey, Ayan Mallik

Source: IEEE Transactions on Power Electronics. 40:14821-14841

Subject Terms: Signal Processing (eess.SP), FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering, Computer Science - Neural and Evolutionary Computing, Neural and Evolutionary Computing (cs.NE), Systems and Control (eess.SY), Electrical Engineering and Systems Science - Signal Processing, Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2502.17452

Functional Program Synthesis with Higher-Order Functions and Recursion Schemes

Authors: Fernandes, Matheus Campos

Subject Terms: Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.23354

Spectral Concentration at the Edge of Stability: Information Geometry of Kernel Associative Memory

Authors: Tamamori, Akira

Subject Terms: Machine Learning, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.23083

Privacy-preserving fall detection at the edge using Sony IMX636 event-based vision sensor and Intel Loihi 2 neuromorphic processor

Authors: Khacef, Lyes, Weidel, Philipp, Hogyoku, Susumu, Liu, Harry, Bräuer, Claire Alexandra, Koshino, Shunsuke, Oyakawa, Takeshi, Parret, Vincent, Miyatani, Yoshitaka, Davies, Mike, Richter, Mathis

Subject Terms: Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.22554

Prediction performance of random reservoirs with different topology for nonlinear dynamical systems with different number of degrees of freedom

Authors: Rathor, Shailendra K., Jaurigue, Lina, Ziegler, Martin, Schumacher, Jörg

Subject Terms: Fluid Dynamics, Neural and Evolutionary Computing, Dynamical Systems, Chaotic Dynamics, J.2

Access URL: http://arxiv.org/abs/2511.22059

Equilibrium Propagation Without Limits

Authors: Litman, Elon

Subject Terms: Machine Learning, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.22024

Intelligent Neural Networks: From Layered Architectures to Graph-Organized Intelligence

Authors: Salomon, Antoine

Subject Terms: Machine Learning, Computation and Language, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.22813

Event-driven eligibility propagation in large sparse networks: efficiency shaped by biological realism

Authors: Korcsak-Gorzo, Agnes, Valverde, Jesús A. Espinoza, Stapmanns, Jonas, Plesser, Hans Ekkehard, Dahmen, David, Bolten, Matthias, van Albada, Sacha J., Diesmann, Markus

Subject Terms: Neural and Evolutionary Computing, Neurons and Cognition

Access URL: http://arxiv.org/abs/2511.21674

Acoustic neural networks: Identifying design principles and exploring physical feasibility

Authors: Kalthoff, Ivan, Rey, Marcel, Wittkowski, Raphael

Subject Terms: Sound, Disordered Systems and Neural Networks, Neural and Evolutionary Computing, Audio and Speech Processing, Applied Physics

Access URL: http://arxiv.org/abs/2511.21313

Even with AI, Bijection Discovery is Still Hard: The Opportunities and Challenges of OpenEvolve for Novel Bijection Construction

Authors: Brown, Davis, He, Jesse, Jenne, Helen, Kvinge, Henry, Vargas, Max

Subject Terms: Combinatorics, Artificial Intelligence, Machine Learning, Neural and Evolutionary Computing, 05A19, 68T42

Access URL: http://arxiv.org/abs/2511.20987

Foundry: Distilling 3D Foundation Models for the Edge

Authors: Letellier, Guillaume, Srivastava, Siddharth, Jurie, Frédéric, Sharma, Gaurav

Subject Terms: Computer Vision and Pattern Recognition, Artificial Intelligence, Machine Learning, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.20721

From One Attack Domain to Another: Contrastive Transfer Learning with Siamese Networks for APT Detection

Authors: Benabderrahmane, Sidahmed, Rahwan, Talal

Subject Terms: Machine Learning, Artificial Intelligence, Cryptography and Security, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.20500

Ranking-Enhanced Anomaly Detection Using Active Learning-Assisted Attention Adversarial Dual AutoEncoders

Authors: Benabderrahmane, Sidahmed, Cheney, James, Rahwan, Talal

Subject Terms: Machine Learning, Artificial Intelligence, Cryptography and Security, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.20480

NNGPT: Rethinking AutoML with Large Language Models

Authors: Kochnev, Roman, Khalid, Waleed, Uzun, Tolgay Atinc, Zhang, Xi, Dhameliya, Yashkumar Sanjaybhai, Qin, Furui, Vysyaraju, Chandini, Duvvuri, Raghuvir, Goyal, Avi, Ignatov, Dmitry, Timofte, Radu

Subject Terms: Artificial Intelligence, Machine Learning, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.20333

Energy Costs and Neural Complexity Evolution in Changing Environments

Authors: Heesom-Green, Sian, Shock, Jonathan, Nitschke, Geoff

Subject Terms: Neural and Evolutionary Computing, Artificial Intelligence

Access URL: http://arxiv.org/abs/2511.20018

Evolved SampleWeights for Bias Mitigation: Effectiveness Depends on Optimization Objectives

Authors: Saini, Anil K., Hernandez, Jose Guadalupe, Wong, Emily F., Misra, Debanshi, Moore, Jason H.

Subject Terms: Machine Learning, Artificial Intelligence, Neural and Evolutionary Computing

Access URL: http://arxiv.org/abs/2511.20909

Pre-train to Gain: Robust Learning Without Clean Labels

Authors: Szczecina, David, Pellegrino, Nicholas, Fieguth, Paul

Subject Terms: Machine Learning, Artificial Intelligence, Neural and Evolutionary Computing, 68T05, I.2.6

Access URL: http://arxiv.org/abs/2511.20844