Review
Published
Stimulated Raman scattering microscopy: fundamentals, instrumentation, and chemical imaging applications
Fake Lu
Frontiers in Chemical Biology
doi 10.3389/fchbi.2026.1754307
Library
Articles
Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 269 articles
Original Research
Published
Discrete wavelet transform-driven optimized deep learning-based framework for dyslexia detection using EEG signals
Tabassum Gull Jan · Sajad Mohammad Khan · Sajid Yousuf Bhat · Zaid Ahmad Wani · Syed Immamul Ansarullah · Sami Alshmrany · Shafat Khan
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1765088
Original Research
Published
A hybrid deep feature-ensemble learning framework for robust tomato leaf disease classification using DenseNet121-EfficientNetB0 integration and SMOTE-optimize multi-classifier
Omobayo Ayokunle Esan · Dorcas Oladayo Esan
Frontiers in Horticulture
doi 10.3389/fhort.2026.1762580
Review
Published
Breaking barriers in male infertility: the power of artificial intelligence-driven solutions
Laura Ibañez Vazquez · Natalia Pérez Romero · Daniel Tueti Silva · Sarelis Infante · Claudia González-Santander · Irene De La Parra · Isabel Galante Romo · Juan A Gómez Rivas · Jesús Moreno Sierra
Frontiers in Urology
doi 10.3389/fruro.2026.1719894
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
Original Research
Published
Ascending propriospinal modulation of thoracic sympathetic preganglionic neurons during lumbar locomotor activity
Lucia E. Dominguez-Rodriguez · Chioma V. Nwachukwu · Narjes Shahsavani · Juanita Garcia · Jeremy W. Chopek · Kristine C. Cowley
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1738731
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
Original Research
Published
CBAM-enhanced lightweight CNN for wafer map defect classification
Mst. Rokeya Khatun · Fahmid Al Farid · Sharith Dhar · Md. Saiful Islam · Jia Uddin · Hezerul bin Abdul Karim
Frontiers in Electronics
doi 10.3389/felec.2026.1750707
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 hybrid neural network integrating attention mechanism for time series and non-time series multi-factor electric vehicle energy consumption prediction
Wenqiang Zhang · Ruisheng Chai · Mingzhe Li · Yashuang Mu · Peng Li · Mitsuo Gen
Frontiers in Industrial Engineering
doi 10.3389/fieng.2026.1769776
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
Deep learning to predict future cognitive decline: a multimodal approach using brain MRI and clinical data
Tamoghna Chattopadhyay · Pavithra Senthilkumar · Rahul H. Ankarath · Christopher Patterson · Emma J. Gleave · Sophia I. Thomopoulos · Heng Huang · Li Shen · Lei You · Degui Zhi · Paul M. Thompson
Frontiers in Neuroimaging
doi 10.3389/fnimg.2026.1726037
Opinion
Published
On the need for abstract, deep reinforcement learning models in neuroscience
Santina Duarte · Xena Al-Hejji · Edgar Bermudez Contreras · Eric Chalmers
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1729805
Original Research
Published
Comparing compressive sensing and downsampling for COVID-19 diagnosis from cough and speech audio signals
Leticia Silva · Alan Floriano · Carlos Valadão · Eliete Caldeira · Sridhar Krishnan · Teodiano Bastos Filho
Frontiers in Signal Processing
doi 10.3389/frsip.2025.1700044
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
Original Research
Published
A real-world disproportionality analysis of roflumilast using the US food and drug administration adverse event reporting system data
Baiqing Huang · Yirou Ma · Wenli Wang · Shaorui Gu · Xisheng Wang
Frontiers in Drug Safety and Regulation
doi 10.3389/fdsfr.2025.1721656
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
Research on insulator contamination component identification based on neural network
Yi Luo · Jin Liu · Yanyi Wang · Zijie Mei · Xuandong Liu
Frontiers in Electronics
doi 10.3389/felec.2025.1680502
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
Original Research
Published
CNN-based framework for Alzheimer's disease detection from EEG via dynamic mode decomposition
Jacob Kang · Hunseok Kang · Jong-Hyeon Seo
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1706099
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
Original Research
Published
MobileNetV2-based classification of premium tea leaves for optimized production
Indrarini Dyah Irawati · Anyelia Adianggiali
Frontiers in Sensors
doi 10.3389/fsens.2025.1625488
Original Research
Published
Early heart disease prediction using LV-PSO and Fuzzy Inference Xception Convolution Neural Network on phonocardiogram signals
D. Prabha Devi · C. Palanisamy
Frontiers in Neuroinformatics
doi 10.3389/fninf.2025.1655003
Bacteriology
Published
DL-based organism-level microbial identification via VOCs fingerprints through gas chromatography – ion mobility spectrometry
Georgios Kirtsanis · Georgios Dolias · Spyridon Kintzios · Konstantinos Ioannidis · Stefanos Vrochidis · Ioannis Kompatsiaris
Frontiers in Bacteriology
doi 10.3389/fbrio.2025.1620906
Photonics
Published
Physics inspired neural network for optical property retrieval from diffuse reflectance
Mark Witteveen · Tiziano Natali · Theo J. M. Ruers · Behdad Dashtbozorg
Frontiers in Photonics
doi 10.3389/fphot.2025.1634102
Quantum Science and Technology
Published
The promise of quantum computing for population genetics and molecular ecology
Andrew A. Davinack
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2025.1657832
Smart Grids
Published
Research on short-term line loss rate prediction method of distribution network based on RF-CNN-LSTM
Lin Jiang · Chen Li · Wei Qiu · Caili Xiang · Jiawei Yang · Jun Shu
Frontiers in Smart Grids
doi 10.3389/frsgr.2025.1612770
Thermal Engineering
Published
Phy-ChemNODE: an end-to-end physics-constrained autoencoder-NeuralODE framework for learning stiff chemical kinetics of hydrocarbon fuels
Tadbhagya Kumar · Anuj Kumar · Pinaki Pal
Frontiers in Thermal Engineering
doi 10.3389/fther.2025.1594443
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
High Performance Computing
Published
FlexNPU: a dataflow-aware flexible deep learning accelerator for energy-efficient edge devices
Arnab Raha · Deepak A. Mathaikutty · Shamik Kundu · Soumendu K. Ghosh
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1570210
Advanced Optical Technologies
Published
Efficient high-resolution microscopic ghost imaging via sequenced speckle illumination and deep learning from a single noisy image
Sukyoon Oh · Tong Tian · Zhe Sun · Christian Spielmann
Advanced Optical Technologies
doi 10.3389/aot.2025.1583836
High Performance Computing
Published
FPGA-accelerated SpeckleNN with SNL for real-time X-ray single-particle imaging
Abhilasha Dave · Cong Wang · James Russell · Ryan Herbst · Jana Thayer
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2025.1520151
Neuroergonomics
Published
The brain networks indices associated with the human perception of comfort in static force exertion tasks
Lina Ismail · Waldemar Karwowski
Frontiers in Neuroergonomics
doi 10.3389/fnrgo.2025.1542393
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
Environmental Engineering
Published
Graph neural network-based water contamination detection from community housing information
Raphael Anaadumba · Yigit Bozkurt · Connor Sullivan · Madhavi Pagare · Pradeep Kurup · Benyuan Liu · Mohammad Arif Ul Alam
Frontiers in Environmental Engineering
doi 10.3389/fenve.2025.1488965
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
Imaging
Published
Vision transformers for automated detection of diabetic peripheral neuropathy in corneal confocal microscopy images
Chaima Ben Rabah · Ioannis N. Petropoulos · Rayaz A. Malik · Ahmed Serag
Frontiers in Imaging
doi 10.3389/fimag.2025.1542128
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