Original Research
Published
Renewable energy MicroGrid power forecasting: AI techniques with environmental perspective
Amanul Islam · Fazidah Othman
Frontiers in Environmental Chemistry
doi 10.3389/fenvc.2026.1759525
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 139 articles
Correction
Published
Correction: A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease
Adnan Mehmood · Muhammad Farman · Farkhanda Afzal · Kottakkaran Sooppy Nisar · Mohammed Altaf Ahmed · Mohamed Hafez
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1821637
Review
Published
Foxp2 mutations and abnormal brain and gastrointestinal development: insights from animal models of speech-language and autism spectrum disorders
Eriko Fujita-Jimbo · Genri Kawahara · Takashi Momoi
Frontiers in Neuroanatomy
doi 10.3389/fnana.2026.1783101
Review
Published
From small brains to smart machines: translating Caenorhabditis elegans neural circuits into artificial intelligence
He Liu · Panpan Zheng · Xuebin Wang
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1731513
Original Research
Published
Enhancement of multi-objective Darwinian particle swarm optimization for neural-network-based multimodal medical image fusion
Chisom E. Ogbuanya
Frontiers in Imaging
doi 10.3389/fimag.2026.1752625
Original Research
Published
Adiabatic capacitive neuron: an energy-efficient functional unit for artificial neural networks
Sachin Maheshwari · Mike Smart · Himadri Singh Raghav · Themis Prodromakis · Alexander Serb
Frontiers in Electronics
doi 10.3389/felec.2026.1743265
Original Research
Published
A Physics Informed Neural Network (PINN) framework for fractional order modeling of Alzheimer's disease
Adnan Mehmood · Muhammad Farman · Farkhanda Afzal · Kottakkaran Sooppy Nisar · Mohammed Altaf Ahmed · Mohamed Hafez
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1748481
Original Research
Published
Organizational regularities in recurrent neural networks
Claus Metzner · Achim Schilling · Andreas Maier · Patrick Krauss
Frontiers in Complex Systems
doi 10.3389/fcpxs.2025.1636222
Frontiers in Science Editorial
Published
Why does artificial intelligence need active memory to succeed?
R. Stanley Williams
Frontiers in Science
doi 10.3389/fsci.2025.1760821
Frontiers in Science Lead Article
Published
Breaking the memory wall: next-generation artificial intelligence hardware
Kaushik Roy · Adarsh Kosta · Tanvi Sharma · Shubham Negi · Deepika Sharma · Utkarsh Saxena · Sourjya Roy · Anand Raghunathan · Zishen Wan · Samuel Spetalnick · Che-Kai Liu · Arijit Raychowdhury
Frontiers in Science
doi 10.3389/fsci.2025.1611658
Mini Review
Published
From microelectrode arrays to all-optical and multimodal neural interfaces: emerging platforms for spatiotemporal interrogation of in vitro neural circuits
Song Wang · Sarah Gordon · Chris French · Ranjith R. Unnithan · Dechuan Sun
Frontiers in Synaptic Neuroscience
doi 10.3389/fnsyn.2025.1732955
Original Research
Published
Enhancing dementia and cognitive decline detection with large language models and speech representation learning
Karol Chlasta · Piotr Struzik · Grzegorz M. Wójcik
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1679664
Original Research
Published
Ensembles of physics-enhanced neural networks for the prediction of critical heat flux in nuclear reactors and the quantification of its uncertainty
Nicola Pedroni
Frontiers in Nuclear Engineering
doi 10.3389/fnuen.2025.1692182
Methods
Published
Study on a simulation method for photovoltaic power output series based on the headroom model
Hong Dong · Yuqun Gao · Liujun Hu · Yanna Gao · Yue Xing
Frontiers in Smart Grids
doi 10.3389/frsgr.2025.1632546
Smart Grids
Published
CatBoost-enhanced convolutional neural network framework with explainable artificial intelligence for smart-grid stability forecasting
Stephanie Ness
Frontiers in Smart Grids
doi 10.3389/frsgr.2025.1617763
Communications and Networks
Published
Graph-theoretic approach to mobility-aware frequency assignment via deep Q-learning
Hyewon Kim · Hong-Bae Jeon · Younggun Ji · Jiyeon Park · Chan-Byoung Chae
Frontiers in Communications and Networks
doi 10.3389/frcmn.2025.1657288
Electronics
Published
Quantized convolutional neural networks: a hardware perspective
Li Zhang · Olga Krestinskaya · Mohammed E. Fouda · Ahmed M. Eltawil · Khaled Nabil Salama
Frontiers in Electronics
doi 10.3389/felec.2025.1469802
Neuroergonomics
Published
Identifying EEG biomarkers of sense of embodiment in virtual reality: insights from spatio-spectral features
Daniela Esteves · Madalena Valente · Shay Englander Bendor · Alexandre Andrade · Athanasios Vourvopoulos
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2025.1572851
Quantum Science and Technology
Published
Quantum key distribution through quantum machine learning: a research review
Krupa Purohit · Ajay Kumar Vyas
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2025.1575498
High Performance Computing
Published
Hyperspectral segmentation of plants in fabricated ecosystems
Petrus H. Zwart · Peter Andeer · Trent R. Northen
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1547340
Electronics
Published
Energy-efficient analog-domain aggregator circuit for RRAM-based neural network accelerators
Khaled Humood · Yihan Pan · Shiwei Wang · Alexander Serb · Themis Prodromakis
Frontiers in Electronics
doi 10.3389/felec.2025.1513127
Advanced Optical Technologies
Published
Pruning and optimization of optical neural network as a binary optical trigger
Bokun Zhao · Xuening Dong · Kaveh Rahbardar Mojaver · Brett H. Meyer · Odile Liboiron-Ladouceur
Advanced Optical Technologies
doi 10.3389/aot.2024.1501208
Complex Systems
Published
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
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
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
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
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
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
Complex Systems
Published
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
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
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
Imaging
Published
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
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
Electronic Materials
Published
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
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
Metals and Alloys
Published
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
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
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
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
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
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
Neuroscience
Published
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
Controlling neural network responsiveness: tradeoffs and constraints
Hanna Keren · Shimon Marom
Frontiers in Neuroengineering
doi 10.3389/fneng.2014.00011