Original Research
Published
Visual-affect-guided spatiotemporal graph modeling of disaster-image diffusion for embodied decision support
Xiao Zhang · Wei Zhang
Frontiers in Neurorobotics
doi 10.3389/fnbot.2026.1889303
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Articles
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Showing 139 articles
Original Research
Published
HyperIDS: a hypergraph learning and quantum-inspired transformer ensemble framework for IoT intrusion detection
Samayank Goel · Logeswari Govindaraj · Tamilarasi Kathirvel Murugan
Frontiers in Big Data
doi 10.3389/fdata.2026.1901121
Original Research
Published
Multi-objective optimization of HDPE pyrolysis oil–diesel blends across variable compression ratios: an integrated experimental and ensemble learning approach
Satayu Travadi · Dattatraya Subhedar
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1891010
Original Research
Published
The topology of a family tree graph and its members’ satisfaction with one another: a machine learning approach
Teddy Lazebnik · Amit Yaniv-Rosenfeld
Frontiers in Human Dynamics
doi 10.3389/fhumd.2026.1744764
Original Research
Published
Large-scale neuromorphic modeling of cortical networks on FPGA for investigating anesthetic-induced neural dynamics
Chuanguang Wang · Xiaotian Pan · Si Chen · Hao Cheng · YuJie Yao · Guodao Zhang · Fang Zheng
Frontiers in Systems Neuroscience
doi 10.3389/fnsys.2026.1866947
Original Research
Published
Enhanced mask-region-based segmentation with parallel CNN for object detection in traffic scenarios
R. Kiranmai · R. Deeptha
Frontiers in Future Transportation
doi 10.3389/ffutr.2026.1888173
Original Research
Published
A cognitively inspired feature-level fusion framework for interpretable retail sales forecasting using integration of extreme gradient boost machine, artificial neural network and attention mechanism model
Munienge Mbodila · Omobayo Ayokunle Esan
Frontiers in Big Data
doi 10.3389/fdata.2026.1889044
Methods
Published
Enhancing early diabetic retinopathy detection: a fine-tuned NASNet framework with robust validation and external generalization
Nisha R. · M.A.P. Manimekalai · K. Martin Sagayam · Syed Immamul Ansarullah · Sami Alshmrany · Shafat Khan · Khair UL Nisa
Frontiers in Ophthalmology
doi 10.3389/fopht.2026.1762381
Original Research
Published
Graph Neural Networks with dilated convolutions for geomagnetic field forecasting: a single-station topological approach
Bryan Tipán · Ericson López · William Carvajal · Leonel Guamán
Frontiers in Astronomy and Space Sciences
doi 10.3389/fspas.2026.1854971
Methods
Published
Analyzing rescaling, discretization, and linearization in RNNs for neural system modeling
Mariano Caruso · Cecilia Jarne
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1760701
Review
Published
Toward predictable hydrochar properties at scale: a critical review of design of experiments-guided machine learning in hydrothermal carbonization
Faiçal El Ouadrhiri · Amal Lahkimi
Frontiers in Chemical Engineering
doi 10.3389/fceng.2026.1883652
Conceptual Analysis
Published
Structural and dynamical strategies to prevent runaway excitation in reservoir computing
Claus Metzner · Achim Schilling · Andreas Maier · Thomas Kinfe · Patrick Krauss
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1845838
Review
Published
Artificial intelligence in microbial biotechnology for food security: current state and challenges
Kehinde A. Oyeniran · Lara Donaldson
Frontiers in Bacteriology
doi 10.3389/fbrio.2026.1921669
Original Research
Published
Impact of quantization on various CNN architectures for bone fracture detection
Sushil Krishnan · Yokesh Babu Sundaresan
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1892595
Original Research
Published
The role of inhibition in modeling decision making with spiking neural networks
Bartłomiej Król-Józaga · Peter Duggins · Anna Broniec-Wójcik · Szymon Wichary
Frontiers in Neuroinformatics
doi 10.3389/fninf.2026.1854811
Original Research
Published
An automated deep learning-based pipeline for 3D characterisation of the murine upper airway from micro-CT
Flore Belmans · Sergi Llambrich · Wim Vos · Frederik Maes · Neus Martínez-Abadías · Greetje Vande Velde
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1823048
Original Research
Published
A comparative performance analysis of ensemble learning and regularized neural networks in cardiovascular risk prediction
Golam Md Mohiuddin · Md Shakil Hossain · Md Shohel Sayeed
Frontiers in Medical Technology
doi 10.3389/fmedt.2026.1902471
Original Research
Published
DBF-YOLO: a lightweight dual-branch fusion method for Visible-SAR cross-modal remote sensing target detection
Xiaofeng Zhao · Chenxiao Li · Hui Zhang · Kehao Wang · Fan Zhang · Hanshuo Huo · Zhili Zhang
Frontiers in Remote Sensing
doi 10.3389/frsen.2026.1919576
Original Research
Published
Representations of facial features and surface quality in monkey area TE compared to neural network models
Keisuke Shioya · Kazuko Hayashi · Bing Li · Narihisa Matsumoto · Keiji Matsuda · Kenichiro Miura · Mark A. G. Eldridge · Richard C. Saunders · Barry J. Richmond · Yuji Nagai · Naohisa Miyakawa · Takafumi Minamimoto · Shun Katakami · Masato Okada · Kenji Kawano · Yasuko Sugase-Miyamoto
Frontiers in Neural Circuits
doi 10.3389/fncir.2026.1783892
Original Research
Published
Dual-domain transformer-based learned primal-dual reconstruction for PET imaging
Anton Adelöw · Hamidreza Rashidykanan · Alessandro Guazzo · Massimiliano Colarieti-Tosti
Frontiers in Nuclear Medicine
doi 10.3389/fnume.2026.1885873
Original Research
Published
Conductance-based reversal potentials in spiking recurrent neural networks enhance energy efficiency and task performance
Miguel Rodrigues · Carmen Gasco-Galvez · Martin Vinck
Frontiers in Computational Neuroscience
doi 10.3389/fncom.2026.1870593
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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