Original ResearchPublished 7 October 2026Newtonian gravity and dark-matter phenomenology from an emergent scalar field sourced by ordinary matterGustav StålhammarFrontiers in Astronomy and Space Sciencesdoi 10.3389/fspas.2026.1904894
Original ResearchPublished 6 October 2026Subject-independent classification of ADHD from pediatric EEG: a leakage-aware deep learning framework with interpretable neurophysiological mappingM. Geethapriya · Kalyanaraman PattabiramanFrontiers in Neurosciencedoi 10.3389/fnins.2026.1925266
Original ResearchPublished 30 September 2026Enabling Quechua speech in humanoid social robots through fine-tuned neural TTS on the UBTech Walker TienkungPercy Castro-Mejia · William Atalaya-Urrutia · Alejandro Cruzata-Martinez · Erick Salazar-Montoya · Alberto Jimenez-Garcia · Juan Arcila-DiazFrontiers in Robotics and AIdoi 10.3389/frobt.2026.1909076
Original ResearchPublished 28 September 2026Visual cues in MI-BCI induce biases in EEG classification models with deep learning but not with standard machine learningDavid Trocellier · Simon Kojima · Bernard N'kaoua · Fabien LotteFrontiers in Neuroergonomicsdoi 10.3389/fnrgo.2026.1804143
Original ResearchPublished 23 September 2026Music-evoked EEG signals for mental health assessment using two- and three-class classificationAbdelkader Nasreddine Belkacem · Abdelhadi Hireche · Nour Faris Ali · Mohamed Atef · Abdalla A. R. M. Hamid · Ibrahim M. Elfadel · Herbert F. JelinekFrontiers in Systems Neurosciencedoi 10.3389/fnsys.2026.1886805
Hypothesis and TheoryPublished 18 September 2026Emergent flow theory: autonomic coherence as a gain parameter for the temporal architecture of conscious integrationAlfredo López ParraFrontiers in Integrative Neurosciencedoi 10.3389/fnint.2026.1841714
Original ResearchPublished 10 September 2026Explainable and cyber-resilient vision transformers for joint steering and collision-avoidance perception in autonomous drone navigation: a multi-task Grad-CAM frameworkChinyere Grace Kennedy · Mukiibi Moses · Simeon Okechukwu AjakweFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1923890
Original ResearchPublished 9 September 2026EEG correlates of sleep stages, sleep discrepancy, and insomnia: a comparative analysis of people with insomnia and healthy sleepers using spectral power and sample entropyJoseph T. LeCheminant · Daniel B. Kay · Brent Feland · Chongming Yang · Jonathan BlotterFrontiers in Sleepdoi 10.3389/frsle.2026.1882890
Original ResearchPublished 9 September 2026A comparative study of DistilBERT and Perceiver for deceptive review detection in hospitality review dataIoana Ximena Remeş · Felicia Mirabela Costea · Cornelia Aurora GyorödiFrontiers in Big Datadoi 10.3389/fdata.2026.1918383
Original ResearchPublished 3 September 2026Reciprocal brain–behavior associations in gambling disorder revealed by theta cordance and directional predictive modelingEda Yılmazer · Metin Çınaroğlu · Selami Varol Ülker · Sultan TarlacıFrontiers in Behavioral Neurosciencedoi 10.3389/fnbeh.2026.1707261
Original ResearchPublished 1 September 2026Montage-guided fusion network for long-term scalp electroencephalography seizure detectionHongtao Yin · Xin YinFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1942480
Original ResearchPublished 20 August 2026ELVARA: an intent-based protocol for risk-aware portfolio optimization of a real-world asset proxy basketShahin Ramezany · Rachsuda Setthawong · Pisal SetthawongFrontiers in Blockchaindoi 10.3389/fbloc.2026.1896673
Original ResearchPublished 12 August 2026Checkpoint decomposition algorithm to predict brain sensitivity from EEG signalsC. Sun · J. W. Loh · I. Constant · D. HolcmanFrontiers in Medical Engineeringdoi 10.3389/fmede.2026.1810804
MethodsPublished 5 August 2026Interpretable machine-learning for depression classification based on a three-component EEG markerHaisheng Zhang · Jing Kan · Wei Tong · Bicheng Wu · Ye Zhao · Yongchun MaFrontiers in Computational Neurosciencedoi 10.3389/fncom.2026.1869159
Case ReportPublished 4 August 2026Case Report: non-monotonic longitudinal RSWA with tonic–phasic dissociation across serial attended video-polysomnography in isolated REM sleep behaviour disorderValentina Gnoni · Nazanin Biabani · Istvan Papp · Camilla Speicher · Adam Birdseye · Sakina Dastagir · Martina Mulas · Monica Puligheddu · Clive Ballard · Luigi Ferini-Strambi · David O'Regan · Ivana RosenzweigFrontiers in Sleepdoi 10.3389/frsle.2026.1816079
Original ResearchPublished 30 June 2026Comparative evaluation of machine learning algorithms for integrated wetland modelling within a geospatial big data environment in Driefontein Grasslands of ZimbabweNobert Tafadzwa Mukomberanwa · Ellen Boys · Last Keche · Kgabo Humphrey ThamagaFrontiers in Remote Sensingdoi 10.3389/frsen.2026.1883314
Case ReportPublished 8 April 2026Case Report: A converging pathology: Chediak–Higashi syndrome and IEI-associated lymphoproliferative diseaseCarlos R. Varón · Santiago Andrés Suárez-Gómez · Daniela Varón · Libelly Gómez Flórez · Carolina Cortes-Urrea · Elda Graciela Vélez Colmenares · Isabella CoronaFrontiers in Hematologydoi 10.3389/frhem.2025.1650494
CorrectionPublished 5 March 2026Correction: MobileNetV2-based classification of premium tea leaves for optimized productionIndrarini Dyah Irawati · Anyelia AdianggialiFrontiers in Sensorsdoi 10.3389/fsens.2026.1794293
Original ResearchPublished 20 November 2025CNN-based framework for Alzheimer's disease detection from EEG via dynamic mode decompositionJacob Kang · Hunseok Kang · Jong-Hyeon SeoFrontiers in Neuroinformaticsdoi 10.3389/fninf.2025.1706099
Original ResearchPublished 15 October 2025MobileNetV2-based classification of premium tea leaves for optimized productionIndrarini Dyah Irawati · Anyelia AdianggialiFrontiers in Sensorsdoi 10.3389/fsens.2025.1625488