Original Research
Published
A nullcline-guided discrete-time map for neurons with subcritical Hopf bifurcation dynamics
Mustafa Zeki · Sinan Kapçak · Hunseok Kang
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1857116
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Every article on Frontiers is peer reviewed, permanently archived and free to read.
Showing 269 articles
Original Research
Published
Eliminating vendor lock-in in quantum machine learning via framework-agnostic neural networks
Poornima Kumaresan · Shwetha Singaravelu · Lakshmi Rajendran · Santhosh Sivasubramani
Frontiers in Quantum Science and Technology
doi 10.3389/frqst.2026.1862700
Original Research
Published
Solving linear programming in one step with RRAM-based analog matrix computing
Yubiao Luo · Zhong Sun
Frontiers in Nanotechnology
doi 10.3389/fnano.2026.1882288
Original Research
Published
Enhancing BNN storage and performance requirements via efficient quantization and variable encoding
Marc Ordoñez · Franyell Silfa · Antonio González
Frontiers in High Performance Computing
doi 10.3389/fhpcp.2026.1853655
Original Research
Published
First steps in clinical implementation of a lung nodule classification method by artificial intelligence
Abderrazzak Ajertil · Zineb Farahat · Abla Bouallou · Elisa Le Tertre · Magnanga-Boukandza Joey Ben Elbher · Abdeljalil El quessar · Nejat Kabbaj · Mohamed Cherkaoui Malki · Latifa Chat · Lahcen Hammani · Nabil Ngote
Frontiers in Radiology
doi 10.3389/fradi.2026.1714951
Original Research
Published
Hybrid deep unrolling and graph neural networks for super-resolution direction-of-arrival estimation in physics-informed antenna arrays
Sai Vinay Thattukolla
Frontiers in Antennas and Propagation
doi 10.3389/fanpr.2026.1829394
Original Research
Published
Apnea-hypopnea index estimation using overnight chest-wall accelerometry
Fons Schipper · Pedro Fonseca · Angela Grassi · Marco Ross · Fokke B. van Meulen · Merel van Gilst · Pien F. N. Bosschieter · Emily Schoustra · Ruud J. G. van Sloun · Fayçal Abdenbi · Nico de Vries · Raphael Heinzer · Jean-Louis Pépin · Sebastiaan Overeem
Frontiers in Sleep
doi 10.3389/frsle.2026.1858267
Review
Published
AI/ML enabled smart battery management systems in electric vehicles
Mohammad Waseem
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1883201
Original Research
Published
Artificial intelligence-based efficient model for the detection of non-technical losses in smart grids
Hassan Ali Khan · Zahid Wadud · Ghulam Hafeez · Ateeq Ur Rehman · Sandra Corasaniti · Paolo Coppa
Frontiers in Energy Efficiency
doi 10.3389/fenef.2026.1853133
Brief Research Report
Published
Limited discriminative performance of endoscopic deep learning for Helicobacter pylori status assessment in gastric cancer patients: a retrospective study
Wenyi Zhou · Yixing Wang · Yuhong Wang · Yongluo Jiang · Wencan He · Binbin Xu
Frontiers in Gastroenterology
doi 10.3389/fgstr.2026.1878650
Original Research
Published
Artificial neural network-genetic algorithm prediction of aluminum anode corrosion kinetics in high-concentration NaOH and KOH
Yasmin Shabeer · Seyed Saeed Madani · Satyam Panchal · Michael Fowler
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1815822
Original Research
Published
Predicting tensile properties of sub-sized nuclear materials using data augmentation strategies on imbalanced and sparse datasets
Altynay Smagulova · Aleksandar Vakanski · John W. Merickel · Isshu Lee · Charith Purushotham · Yalei Tang · Alberto E. Cerpa · Fei Xu · Rongjie Song
Frontiers in Manufacturing Technology
doi 10.3389/fmtec.2026.1811951
Review
Published
From synaptic transmission to neural circuits: multilevel effects of stress on the hippocampus, bed nucleus of the stria terminalis, and paraventricular hypothalamic nucleus
Hongye Zhou · Xinyi Wang · Sha Sha
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1829622
Hypothesis and Theory
Published
Persistent Afferent Bias: a mechanistic link between somatic disruption and autonomic dysregulation
Boris Živný
Frontiers in Integrative Neuroscience
doi 10.3389/fnint.2026.1848233
Editorial
Published
Editorial: Understanding neural processing as an integrated intelligent system
Paul J. Werbos · David S. Wack · Konstantinos Slavakis · Rajendra D. Badgaiyan
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1830216
Original Research
Published
Classification of infrasonic signals based on time-frequency representation
Hao Yin · Yu Lu · Yunfen Chang · Kai Zhang · Yunhui Wu · Fan Yang · Xuexu Li · Xinliang Pang · Peng Li
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1844194
Original Research
Published
Enabling photonic Kolmogorov-Arnold networks for ultra-fast inference
Ravi Pradip · Robin Janssen · Akhil Varri · Nico Gründel · Falk Ebert · Rodrigo Gordillo Durán · Timoteo Lee · Liam McRae · Julius Römer · Philipp Schmidt · Julian Rasmus Bankwitz · Frank Brückerhoff-Plückelmann · Holger Fröning · Wolfram Pernice
Frontiers in Photonics
doi 10.3389/fphot.2026.1860010
Original Research
Published
SwinPyramidNet: a deep learning network for pear leaf disease classification using hybrid convolutional feature pyramids and swin transformer
Tejas Sharma · Nikhil Shinde · J. Mukundh · R. Karthik · K. Suganthi
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1821900
Original Research
Published
Neural network surrogates for elliptic Lambert transfers in preliminary mission design
Jonah Ekelund · Stefano Markidis
Frontiers in Space Technologies
doi 10.3389/frspt.2026.1772629
Systematic Review
Published
Leveraging artificial intelligence for analysis of the gut microbiome for dementia diagnosis: a scoping review and discussion
Laya Krishnan · Gaurie Gunasekaran · Tamanna Dhore · Alexa Lauinger · Vijaya Kolachalama · Suguna Pappu
Frontiers in Dementia
doi 10.3389/frdem.2026.1865441
Brief Research Report
Published
Developmental trajectories of vocal behaviors in common marmosets as a reference framework for neurobehavioral studies
Xincheng Zhao · Takaaki Kaneko · Wanyi Lu · Ken-ichi Inoue · Masayuki Matsumoto · Masahiko Takada
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1821810
Original Research
Published
Physics informed neural network prediction of heat transfer mechanisms in manufactured sand for thermal energy storage systems
S. Ananth · P. Selvakumar · Amirdha Sher Gill
Frontiers in Energy Efficiency
doi 10.3389/fenef.2026.1845713
Original Research
Published
Measuring the impact of virtualization and containerization on the environment when using GPUs for processing the AI models
Safaa Hriez · Mohammad Haikal
Frontiers in Big Data
doi 10.3389/fdata.2026.1838191
Original Research
Published
A quantitative framework for explainability assessment in medical imaging
Raimondo Fanale · Roberto Caldelli · Barbara Martini · Filippo Sciarrone
Frontiers in Imaging
doi 10.3389/fimag.2026.1846414
Original Research
Published
Research on leakage detection and location method of natural gas pipeline under strong noise condition
Yifei Gao · Huiying Zhang
Frontiers in Acoustics
doi 10.3389/facou.2026.1840924
Perspective
Published
Neuropathy predicts early renal impairment in diabetes mellitus—the almost forgotten historical evidence. In memoriam Professor Göran Sundkvist
Peter Kempler · Dóra Marietta Balogh · Viktor J. Horváth · Adrienn Menyhárt · Manfredi Rizzo · Solomon Tesfaye · Vincenza Spallone
Frontiers in Clinical Diabetes and Healthcare
doi 10.3389/fcdhc.2026.1875311
Original Research
Published
Deep learning assisted modeling of Li-ion transport in SEI: a graph neural network based study
Arjun S. Kulathuvayal · Yanqing Su
Frontiers in Batteries and Electrochemistry
doi 10.3389/fbael.2026.1849012
Original Research
Published
Marine wildlife trafficking: use of AI algorithms for the autodetection of shark fins, seahorses and sea cucumbers
Vanessa Pirotta · Phoebe Meagher · Ha Tran Hong Phan · Kaikai Shen · Will Thompson · Brad Dolman · Zara Bending · Amy F. Smoothey · Amanda Hay · Claire E. Rowe · Ana Motamayor · Bryce Liddell · April Allende · Brendan E. Allman · Justine K. O'Brien
Frontiers in Ocean Sustainability
doi 10.3389/focsu.2026.1776978
Original Research
Published
EQISP: efficient quantized image signal processing with multi-scale pyramid fusion for resource constrained embodied perception
Tongxin Yang · Ling Guo · Jie Li · Qi Qin · Bowen Liu · Qian Zhang
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1866481
Original Research
Published
Predicting vasovagal syncope during head-up tilt test: three machine learning approaches
Matjaž Klemenc · Daniel Pellarini · Aleš Papič · Pavlin G. Poličar · Dejan Štepec · Zoran Bosnić
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1740746
Original Research
Published
Generalizing synthetic data-trained acoustic predictive models to real-world measurements
J. Greenhall · D. Pereira · M. Prisbrey · P. Vakhlamov · C. Chavez · C. Pantea · E. S. Davis
Frontiers in Acoustics
doi 10.3389/facou.2026.1867954
Editorial
Published
Editorial: Machine-learning-assisted photonic design: from fundamental physics to advanced devices
Georgios D. Barmparis · Giorgos P. Tsironis · Demetri Psaltis
Frontiers in Photonics
doi 10.3389/fphot.2026.1884316
Original Research
Published
The neurobiological basis of the awe experience in affective disorders: an exploratory EEG study
Elena Bondi · Flavia Carbone · Giandomenico Schiena · Yara Massalha · MariaPia Marra · Lorena Di Consoli · Maddalena Mazzocut-Mis · Andrea Gaggioli · Alice Chirico · Paolo Brambilla · Eleonora Maggioni
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1805778
Original Research
Published
Exploring the spiking neural autoencoder: from hyperexcitability to noise-driven compensation
Mohammadreza Khodashenas · Daniel P. Martins
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1788937
Original Research
Published
Research on embodied agent multimodal perception and real-time path planning algorithms for complex unstructured environments
Hexuan Ren
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1846108
Review
Published
Next-generation imaging in prostate cancer
Ahmed Rabie · Maurizio Buscarini · Osama Zaytoun
Frontiers in Urology
doi 10.3389/fruro.2026.1829407
Original Research
Published
Mission-aware BeiDou spoofing defense in UAV swarms with LLM-assisted context validation
Usman Tariq · Kamran Shaukat
Frontiers in Communications and Networks
doi 10.3389/frcmn.2026.1760543
Original Research
Published
FUSION-AD: interpretable AI framework for risk assessment and subgroup discovery in Alzheimer's disease
Abid Iqbal · Saad Arif · Ghassan Husnain · Sarra Ayouni
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1799307
Original Research
Published
Active physical human-exoskeleton interaction based on motion intention adaptive recognition and synchronous tracking
Weiguo Shi · Weiqun Wang · Jiaxing Wang · Shengda Liu · Xu Liang · Tianyu Lin · Kexin Xiang · Zeng-Guang Hou
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1779125
Methods
Published
SliceMap: a binary classification-driven 2D pipeline for detecting discriminative candidate regions in brain MRI
Xiaoye Jiang · Zhijin Wu · Zhaohui S. Qin
Frontiers in Neuroimaging
doi 10.3389/fnimg.2026.1819355
Original Research
Published
Deep learning based thermal foot segmentation with probability inversion post-processing for automated epidural block assessment
Sungjoon Hong · Milan Toma
Frontiers in Imaging
doi 10.3389/fimag.2026.1795278
Original Research
Published
Pulvinar pathways as skip connections in deep neural networks for vision
Narmin Zarinabadi · Christian Casanova · Nelson Cortes
Frontiers in Neuroimaging
doi 10.3389/fnimg.2026.1800369
Hypothesis and Theory
Published
Beyond synaptic plasticity: a summary of a linear model of the cerebellar locomotor computation
Mike Gilbert · Anders Rasmussen
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1815319
Original Research
Published
A lightweight Chinese–English translation model integrating compressed BERT attention and phrase discard mechanism
Xin Qi · Hang Bao
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1795490
Original Research
Published
Opportunistic routing in communications networks via learnable state-augmented policies
Sourajit Das · Satyajeet Das · Kirtan Gopal Panda
Frontiers in Communications and Networks
doi 10.3389/frcmn.2026.1779380
Original Research
Published
Examining condensation and freezing behavior on a laser-patterned metallic surface using an AI neural network model
Jane C. Turner · Aryan Singh Dalal · Hande Küçük McGinty · Melanie M. Derby · Amy R. Betz
Frontiers in Thermal Engineering
doi 10.3389/fther.2026.1808591
Original Research
Published
Application of VMD–CNN–LSTM in mechanical fault diagnosis of pump station units
Fengshou Zhang · Mengmeng Cui · Hongyu Yang · Jing Feng · Qingqing Tian · Yu Tian · Lei Guo
Frontiers in Signal Processing
doi 10.3389/frsip.2026.1777346
Original Research
Published
HarmoAtt-IK: an adaptive multimodal feature fusion network for real-time neural inverse kinematics
Xukun Liu · Fengjuan Xie · Yu Liu · Jiaqiu Song
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1769924