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Every article on Frontiers is peer reviewed, permanently archived and free to read.

Showing 269 articles

Complex Systems
Published 6 January 2025
A priori physical information to aid generalization capabilities of neural networks for hydraulic modeling
Gianmarco Guglielmo · Andrea Montessori · Jean-Michel Tucny · Michele La Rocca · Pietro Prestininzi
Frontiers in Complex Systems
doi 10.3389/fcpxs.2024.1508091
Imaging
Published 18 December 2024
Presentation Attack Detection using iris periocular visual spectrum images
Andrés Valenzuela · Juan E. Tapia · Violeta Chang · Christoph Busch
Frontiers in Imaging
doi 10.3389/fimag.2024.1478783
Advanced Optical Technologies
Published 23 October 2024
Multi-task photonic reservoir computing: wavelength division multiplexing for parallel computing with a silicon microring resonator
Bernard J. Giron Castro · Christophe Peucheret · Darko Zibar · Francesco Da Ros
Advanced Optical Technologies
doi 10.3389/aot.2024.1471239
Advanced Optical Technologies
Published 23 October 2024
W1-Net: a highly scalable ptychography convolutional neural network
Chengye Xing · Lei Wang · Yangyang Mu · Yu Li · Guangcai Chang
Advanced Optical Technologies
doi 10.3389/aot.2024.1474654
Complex Systems
Published 8 October 2024
Recurrence resonance - noise-enhanced dynamics in recurrent neural networks
Claus Metzner · Achim Schilling · Andreas Maier · Patrick Krauss
Frontiers in Complex Systems
doi 10.3389/fcpxs.2024.1479417
High Performance Computing
Published 1 October 2024
Parallel and scalable AI in HPC systems for CFD applications and beyond
Rakesh Sarma · Eray Inanc · Marcel Aach · Andreas Lintermann
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2024.1444337
High Performance Computing
Published 18 September 2024
Addressing GPU memory limitations for Graph Neural Networks in High-Energy Physics applications
Claire Songhyun Lee · V. Hewes · Giuseppe Cerati · Kewei Wang · Adam Aurisano · Ankit Agrawal · Alok Choudhary · Wei-Keng Liao
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2024.1458674
High Performance Computing
Published 16 September 2024
Neural architecture search for adversarial robustness via learnable pruning
Yize Li · Pu Zhao · Ruyi Ding · Tong Zhou · Yunsi Fei · Xiaolin Xu · Xue Lin
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2024.1301384
Bird Science
Published 28 August 2024
Comparing detection accuracy of mountain chickadee (Poecile gambeli) song by two deep-learning algorithms
Sofia M. Haley · Shyam Madhusudhana · Carrie L. Branch
Frontiers in Bird Science
doi 10.3389/fbirs.2024.1425463
Complex Systems
Published 17 May 2024
Dynamical stability and chaos in artificial neural network trajectories along training
Kaloyan Danovski · Miguel C. Soriano · Lucas Lacasa
Frontiers in Complex Systems
doi 10.3389/fcpxs.2024.1367957
Biomaterials Science
Published 3 April 2024
A review on machine learning approaches in cardiac tissue engineering
Nikhith Kalkunte · Jorge Cisneros · Edward Castillo · Janet Zoldan
Frontiers in Biomaterials Science
doi 10.3389/fbiom.2024.1358508
Electronic Materials
Published 11 March 2024
LiNbO 3 -based memristors for neuromorphic computing applications: a review
Caxton Griffith Kibebe · Yue Liu
Frontiers in Electronic Materials
doi 10.3389/femat.2024.1350447
Control Engineering
Published 21 February 2024
Editorial: Cooperative control and team behaviors in adversarial environments
Daigo Shishika · Michael Dorothy · Douglas G. Macharet · Jason R. Marden · Panagiotis Tsiotras
Frontiers in Control Engineering
doi 10.3389/fcteg.2024.1380005
Imaging
Published 20 October 2023
Height reverse perspective transformation for crowd counting
Xiaomei Zhao · Honggang Li · Zhan Zhao · Shuo Li
Frontiers in Imaging
doi 10.3389/fimag.2023.1271885
Thermal Engineering
Published 18 October 2023
Modeling of diesel particulate filter temperature dynamics during exotherm using neural networks
Adithya Legala · Venkata LakkiReddy · Phillip Weber · Xianguo Li
Frontiers in Thermal Engineering
doi 10.3389/fther.2023.1265490
Imaging
Published 10 August 2023
Segmentation of tooth enamel microstructure images using classical image processing and U-Net approaches
Giovani Bressan Fogalli · Sérgio Roberto Peres Line · Daniel Baum
Frontiers in Imaging
doi 10.3389/fimag.2023.1215764
Smart Grids
Published 9 March 2023
Research on the flow characteristics identification of steam turbine valve based on FCM-LSSVM
Xiaoguang Hao · Fei Jin · Bin Wang · Qinghao Zhang · Chuang Wu · Hao Sun
Frontiers in Smart Grids
doi 10.3389/frsgr.2023.1129541
Electronic Materials
Published 26 January 2023
Tailor-made synaptic dynamics based on memristive devices
Christopher Bengel · Kaihua Zhang · Johannes Mohr · Tobias Ziegler · Stefan Wiefels · Rainer Waser · Dirk Wouters · Stephan Menzel
Frontiers in Electronic Materials
doi 10.3389/femat.2023.1061269
Control Engineering
Published 13 January 2023
Graph neural networks for decentralized multi-agent perimeter defense
Elijah S. Lee · Lifeng Zhou · Alejandro Ribeiro · Vijay Kumar
Frontiers in Control Engineering
doi 10.3389/fcteg.2023.1104745
Electronic Materials
Published 19 December 2022
Review of security techniques for memristor computing systems
Minhui Zou · Nan Du · Shahar Kvatinsky
Frontiers in Electronic Materials
doi 10.3389/femat.2022.1010613
Metals and Alloys
Published 2 December 2022
Learning from 2D: Machine learning of 3D effective properties of heterogeneous materials based on 2D microstructure sections
Guangyu Hu · Marat I. Latypov
Frontiers in Metals and Alloys
doi 10.3389/ftmal.2022.1100571
Electronic Materials
Published 7 October 2022
Review on data-centric brain-inspired computing paradigms exploiting emerging memory devices
Wei Wang · Shahar Kvatinsky · Heidemarie Schmidt · Nan Du
Frontiers in Electronic Materials
doi 10.3389/femat.2022.1020076
Electronic Materials
Published 8 August 2022
Higher order neural processing with input-adaptive dynamic weights on MoS 2 memtransistor crossbars
Leila Rahimifard · Ahish Shylendra · Shamma Nasrin · Stephanie E. Liu · Vinod K. Sangwan · Mark C. Hersam · Amit Ranjan Trivedi
Frontiers in Electronic Materials
doi 10.3389/femat.2022.950487
Electronic Materials
Published 10 May 2022
Identifying New Classes of High Temperature Superconductors With Convolutional Neural Networks
Margaret R. Quinn · Tyrel M. McQueen
Frontiers in Electronic Materials
doi 10.3389/femat.2022.893797
Control Engineering
Published 8 April 2022
Resilient Biomedical Systems Design Under Noise Using Logic-Based Machine Learning
Tousif Rahman · Rishad Shafik · Ole-Christoffer Granmo · Alex Yakovlev
Frontiers in Control Engineering
doi 10.3389/fcteg.2021.778118
ICT
Published 14 May 2019
Application of Machine Learning in a Parkinson's Disease Digital Biomarker Dataset Using Neural Network Construction (NNC) Methodology Discriminates Patient Motor Status
Ioannis G. Tsoulos · Georgia Mitsi · Athanassios Stavrakoudis · Spyros Papapetropoulos
Frontiers in ICT
doi 10.3389/fict.2019.00010
ICT
Published 19 July 2018
A Neural Network System for Transformation of Regional Cuisine Style
Masahiro Kazama · Minami Sugimoto · Chizuru Hosokawa · Keisuke Matsushima · Lav R. Varshney · Yoshiki Ishikawa
Frontiers in ICT
doi 10.3389/fict.2018.00014
Neuroscience
Published 10 October 2014
A CMOS IC-based multisite measuring system for stimulation and recording in neural preparations in vitro
Takashi Tateno · Jun Nishikawa
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00039
Neuroscience
Published 29 April 2014
Controlling neural network responsiveness: tradeoffs and constraints
Hanna Keren · Shimon Marom
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00011