Front. Neurosci: Indexing, Scope and Published Papers

01Indexing

Indexing of Front. Neurosci

From the indexing lists used on ScholarsColab, updated 1 March 2026. Indexing can change: confirm on the Web of Science Master Journal List or the Scopus source list before submitting. Official Journal Impact Factors and JCR quartiles are published by Clarivate; the impact factor and quartile on this page are calculated from OpenAlex open data (see how the impact factor works).

02What it publishes

What Front. Neurosci publishes: real papers

Words that appear most often in the titles of the papers published here that we track. Choose one to see those papers:

03Published papers

Papers published in Front. Neurosci

Papers from the publication records ScholarsColab tracks, with their year and citations. Author names are not shown.

1. Neuroimaging evidence of acupuncture in cognitive impairment following ischemic stroke: a systematic review20260 citations
2. An event-based opto-tactile skin20260 citations
3. Overcoming quadratic hardware scaling for a fully connected digital oscillatory neural network20260 citations
4. LLM-based feature selection and counterfactual explanations applied to functional connectivity analysis in schizophrenia20260 citations
5. Sequential analysis and its applications to neuromorphic engineering20260 citations
6. Astrocyte-Gated Multi-Timescale Plasticity for Online Continual Learning in Deep Spiking Neural Networks20260 citations
7. Robust automated preclinical fMRI preprocessing via a multi-stage dilated convolutional Swin Transformer affine registration20250 citations
8. Efficient spiking convolutional neural networks accelerator with multi-structure compatibility20250 citations
9. A multi-domain graph convolutional network-based prediction model for personalized motor imagery action20250 citations
10. Olfactory EEG based Alzheimer disease classification through transformer based feature fusion with tunable Q-factor wavelet coefficient mapping20250 citations
11. Spatio-temporal dynamic functional brain network for mild cognitive impairment analysis20250 citations
12. Deep learning in intracranial EEG for seizure detection: advances, challenges, and clinical applications20250 citations
13. Equivariant spherical CNNs for accurate fiber orientation distribution estimation in neonatal diffusion MRI with reduced acquisition time20250 citations
14. Spoken words affect visual object recognition via the modulation of alpha and beta oscillations20250 citations
15. Advances in HD-EMG interfaces and spatial algorithms for upper limb prosthetic control20250 citations
16. A pilot study assessing the clinical utility of deep learning-reconstructed 3D-echo-planar-imaging-based quantitative susceptibility mapping in multiple sclerosis20250 citations
17. Enhancing the performance of neurosurgery medical question-answering systems using a multi-task knowledge graph-augmented answer generation model20250 citations
18. Multimodal neurobehavioral integration in binocular color rivalry: cortical-eye movement analysis under color, location, and combined stimuli20250 citations
19. Unraveling the complexity of cognitive impairment following high-altitude exposure: from preclinical animal models to human organoids20250 citations
20. Exploring functional connectivity at different timescales with multivariate mode decomposition20250 citations
21. Contribution of individual excitatory synapses on dendritic spines to electrical signaling20250 citations
22. A novel fast detection algorithm for depression based on 3-channel EEG signals20250 citations
23. A novel fluorescent probe, triphenylamine rhodamine-3-acetic acid (mRA) for the detection of Amyloid-β aggregates in Alzheimer's disease20250 citations
24. Causal-aware reliability assessment of single-channel EEG for transformer-based sleep staging20250 citations
25. Multiple entropy fusion predicts driver fatigue using forehead EEG20250 citations
26. Radiation-induced white matter dysfunction in patients with nasopharyngeal carcinoma20250 citations
27. TCPL: task-conditioned prompt learning for few-shot cross-subject motor imagery EEG decoding20250 citations
28. A multimodal MRI framework employing machine learning for detecting beginning cognitive impairment in Parkinson's disease20250 citations
29. PI-MMNet: a cross-modal neural network for predicting neurological deterioration in pontine infarction20250 citations
30. TDE-3: an improved prior for optical flow computation in spiking neural networks20250 citations
31. Interhemispheric EEG coherence as a candidate biomarker in gambling disorder: evidence of frontal hyperconnectivity and posterior disconnectivity20250 citations
32. The brain-gut axis and chronic pain: mechanisms and therapeutic opportunities20250 citations
33. Systematic review and meta-analysis of neurofeedback training efficacy and neural mechanisms in the treatment of posttraumatic stress disorder20250 citations
34. Dynamic reconstruction of electroencephalogram data using RBF neural networks20250 citations
35. RS-STGCN: Regional-Synergy Spatio-Temporal Graph Convolutional Network for emotion recognition20250 citations
36. Explainable AI for forensic speech authentication within cognitive and computational neuroscience20250 citations
37. Factors affecting subjective cognitive decline: an automated machine learning approach20250 citations
38. Disrupted theta oscillation propagation in healthy elderly individuals with apolipoprotein E epsilon 4 allele20250 citations
39. Disrupting the browsing experience: impact of sponsored social media content on affective flow without driving engagement20250 citations
40. Neural signatures of engagement in driving: comparing active control and passive observation20250 citations
41. TFANet: a temporal fusion attention neural network for motor imagery decoding20250 citations
42. The effects of polarization characteristics on visual fatigue: an empirical study based on subjective and objective indicators20250 citations
43. Review of deep learning models with Spiking Neural Networks for modeling and analysis of multimodal neuroimaging data20250 citations
44. LEM-UNet: an edge-guided network for 3D multimodal images segmentation in focal cortical dysplasia20250 citations
45. A comparative study of EEG functional and effective connectivity patterns in children with learning difficulties during reading and math tasks20250 citations
46. DEG-BRIN-GCN: interpretable graph convolutional framework with differentially expressed genes brain region interaction network prior for AD diagnosis20250 citations
47. Neurocardiac signatures of acute mental stress: a sex-comparative study20250 citations
48. Assessment of flight fatigue using heart rate variability and machine learning approaches20250 citations
49. White matter microstructure in mid-to late adulthood is influenced by pathway-stratified polygenic risk for Alzheimer's disease20250 citations
50. Relationship between regional relative theta power and amyloid deposition in mild cognitive impairment: an exploratory study20250 citations
51. FX ENTRAIN: scientific context, study design, and biomarker driven brain-computer interfaces in neurodevelopmental conditions20250 citations
52. Assessing consciousness in patients with locked-in syndrome using their EEG20250 citations
53. A multi-view multimodal deep learning framework for Alzheimer's disease diagnosis20250 citations
54. Computational insights into magnetoelectric nanoparticles for neural stimulation20250 citations
55. Combination of spatial and temporal de-noising and artifact reduction techniques in multi-channel dry EEG20250 citations
56. Modular architecture confers robustness to damage and facilitates recovery in spiking neural networks modeling in vitro neurons20250 citations
57. A hybrid Spiking Neural Network–Transformer architecture for motor imagery and sleep apnea detection20250 citations
58. Altered gut microbial networks and metabolic pathways in multiple system atrophy: a comparative 16S rRNA study20250 citations
59. Nucleus accumbens functional connectivity changes underlying alcohol expectancies in bipolar disorder and prospective alcohol outcomes: a within-subject …20250 citations
60. Spiking neural networks for EEG signal analysis using wavelet transform20250 citations
61. Advantages of human opsins in optogenetic visual restoration20250 citations
62. A feature fusion network with spatial-temporal-enhanced strategy for the motor imagery of force intensity variation20250 citations
63. … of different Mandarin pronunciation element perception: evidence based on a multifeature paradigm for recording MMN and P3a components of phonemic changes in …20240 citations
64. Toward improving reproducibility in neuroimaging deep learning studies20240 citations
65. Neural oscillation in bipolar disorder: a systematic review of resting-state electroencephalography studies20240 citations
66. Role of stress and early-life stress in the pathogeny of inflammatory bowel disease20240 citations
67. Target engagement of the subgenual anterior cingulate cortex with transcranial temporal interference stimulation in major depressive disorder: a protocol for a …20240 citations
68. Noise reduction in brain magnetic resonance imaging using adaptive wavelet thresholding based on linear prediction factor20240 citations
69. SpiNeRF: Direct-trained spiking neural networks for efficient neural radiance field rendering20230 citations
70. Translational applications of neuroimaging20230 citations
71. Efficient and generalizable cross-patient epileptic seizure detection through a spiking neural network20230 citations
72. Optimization of transfer learning based on source sample selection in Euclidean space for P300-based brain-computer interfaces20230 citations
73. Advances in computer vision: from deep learning models to practical applications20230 citations
74. Aberrant white matter and subcortical gray matter functional network connectivity associated with static and dynamic characteristics in subjects with temporal lobe …20230 citations
75. Graph neural network based on brain inspired forward-forward mechanism for motor imagery classification in brain-computer interfaces20230 citations
76. Parameter optimization of 3D convolutional neural network for dry-EEG motor imagery brain-machine interface20230 citations
77. New applications of biological and computational neural networks in brain imaging20230 citations
78. Co-learning synaptic delays, weights and adaptation in spiking neural networks20230 citations
79. Persistent homology for MCI classification: a comparative analysis between graph and Vietoris-Rips filtrations20230 citations
80. Unveiling the dynamic effects of major depressive disorder and its rTMS interventions through energy landscape analysis20230 citations
81. Adaptive fuzzy control for tendon-sheath actuated bending-tip system with unknown friction for robotic flexible endoscope20230 citations
82. Revealing brain connectivity: Graph embeddings for EEG representation learning and comparative analysis of structural and functional connectivity20230 citations
83. Graph neural networks in Alzheimer's disease diagnosis: a review of unimodal and multimodal advances20230 citations
84. Asymmetric white matter degeneration in amyotrophic lateral sclerosis: a diffusion kurtosis imaging study of motor and extra-motor pathways20230 citations
85. Signal-to-event encoding parameter selection for multiple event classification with spiking neural networks20230 citations
86. Multi-perspective characterization of seizure prediction based on microstate analysis20230 citations
87. Automatic brain quantification in children with unilateral cerebral palsy20230 citations
88. Deep learning methods and applications in brain imaging for the diagnosis of neurological and psychiatric disorders20230 citations
89. STAFNet: An adaptive multi-feature learning network via spatiotemporal fusion for EEG-based emotion recognition20230 citations
90. Investigating the effect of template head models on Event-Related Potential source localization: a simulation and real-data study20230 citations
91. Combining detrended cross-correlation analysis with Riemannian geometry-based classification for improved brain-computer interface performance20230 citations
92. Methods and applications of diffusion MRI tractometry20230 citations
93. Dynamic networks differentiate the language ability of children with cochlear implants20230 citations
94. A wearable group-synchronized EEG system for multi-subject brain–computer interfaces20230 citations
95. Direct training high-performance deep spiking neural networks: a review of theories and methods20230 citations
96. Spectral divergence prioritizes key classes, genes, and pathways shared between substance use disorders and cardiovascular disease20230 citations
97. Music in the loop: a systematic review of current neurofeedback methodologies using music20230 citations
98. Time-variant Granger causality analysis for intuitive perception collision risk in driving scenario: an EEG study20230 citations
99. Three-stage hybrid spiking neural networks fine-tuning for speech enhancement20230 citations
100. A data security scheme based on EEG characteristics for body area networks20230 citations
101. Spatial (mis) match between eeg and fmri signal patterns revealed by spatio-spectral source-space eeg decomposition20230 citations
102. Robust multi-task feature selection with counterfactual explanation for schizophrenia identification using functional brain networks20230 citations
103. Current research and future development of neuropsychology20230 citations
104. Application of multimodal imaging combined with artificial intelligence in eye diseases20230 citations
105. A short investigation of the effect of the selection of human brain atlases on the performance of ASD's classification models20230 citations
106. On the performance of seizure prediction machine learning methods across different databases: the sample and alarm-based perspectives20230 citations
107. MISNet: multi-source information-shared EEG emotion recognition network with two-stream structure20230 citations
108. Automated detection of cervical spondylotic myelopathy: harnessing the power of natural language processing20230 citations
109. Attention-based multi-semantic dynamical graph convolutional network for eeg-based fatigue detection20230 citations
110. Social influence in persuasion and negotiation: a hyperscanning EEG and autonomic measures study20230 citations
111. Efficient human activity recognition with spatio-temporal spiking neural networks20230 citations
112. Automatic epileptic seizure detection based on EEG using a moth-flame optimization of one-dimensional convolutional neural networks20230 citations
113. Brain age prediction using the graph neural network based on resting-state functional MRI in Alzheimer's disease20230 citations
114. SpyKing—Privacy-preserving framework for Spiking Neural Networks20230 citations
115. UET175: EEG dataset of motor imagery tasks in Vietnamese stroke patients20230 citations
116. Data leakage in deep learning studies of translational EEG20230 citations
117. New insights into neurodevelopmental biology and autistic spectrum disorders20230 citations
118. iP3T: an interpretable multimodal time-series model for enhanced gait phase prediction in wearable exoskeletons20230 citations
119. Advancing personalized diagnosis and treatment in Parkinson's disease: integrating biomarkers, neuroimaging, and artificial intelligence20230 citations
120. Disruption of structural connectome hierarchy in age-related hearing loss20230 citations
121. Domain adaptive deep possibilistic clustering for EEG-based emotion recognition20230 citations
122. Spatial-temporal data-augmentation-based functional brain network analysis for brain disorders identification20230 citations
123. Comprehensive analysis of supervised learning methods for electrical source imaging20230 citations
124. Enhancing early Alzheimer's disease classification accuracy through the fusion of sMRI and rsMEG data: a deep learning approach20230 citations
125. The application of neuroscience technology in human assist devices20230 citations
126. SVM-enhanced attention mechanisms for motor imagery EEG classification in brain-computer interfaces20230 citations
127. Partial maximum correntropy regression for robust electrocorticography decoding20230 citations
128. Unlocking nerve regeneration: electrical stimulation and bioscaffolds to enhance peripheral nerve regeneration20230 citations
129. Characterizing stage-dependent neuromotor patterns in Drosophila melanogaster larvae through a graph construction approach20230 citations
130. Exploring approaches to tackle cross-domain challenges in brain medical image segmentation: a systematic review20230 citations
131. An image caption model based on attention mechanism and deep reinforcement learning20230 citations
132. Multi-feature fusion learning for Alzheimer's disease prediction using EEG signals in resting state20230 citations
133. Brain-inspired computing: from neuroscience to neuromorphic electronics for new forms of artificial intelligence20230 citations
134. Epileptic seizure detection with deep EEG features by convolutional neural network and shallow classifiers20230 citations
135. Who is WithMe? EEG features for attention in a visual task, with auditory and rhythmic support20230 citations
136. Design and implementation of high sampling rate and multichannel wireless recorder for EEG monitoring and SSVEP response detection20230 citations
137. Optical flow estimation from event-based cameras and spiking neural networks20230 citations
138. A study on the combination of functional connection features and Riemannian manifold in EEG emotion recognition20230 citations
139. Novel applications of Bayesian and other models in translational neuroscience20230 citations
140. An effective fusion model for seizure prediction: GAMRNN20230 citations
141. Application of advanced diffusion MRI based tractometry of the visual pathway in glaucoma: a systematic review20230 citations
142. The PyMVPA BIDS-App: A robust multivariate pattern analysis pipeline for fMRI data20230 citations
143. Multimodal fusion technologies and applications in the context of neuroscience20230 citations
144. Reviews and perspectives in neuromorphic engineering: novel neuromorphic computing approaches20210 citations
145. Datasets for brain-computer interface applications, volume II20210 citations
146. Local and global convolutional transformer-based motor imagery EEG classification20200 citations

04Reviewer comments

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