Frontiers in Human Neuroscience: Impact Factor 2026, APC, Indexing and Published Papers

01Impact factor

02Indexing

Indexing of Frontiers in Human Neuroscience

ISSN

1662-5161

Publisher

Frontiers Media SA

Country

Switzerland

Language

English

Scopus source type

Journal

Web of Science categories

Neurosciences, Psychology

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).

03What it publishes

What Frontiers in Human Neuroscience 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:

04Published papers

Papers published in Frontiers in Human Neuroscience

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

1. Structural and functional brain alterations in patients with hyperacusis: MRI systematic review20260 citations
2. Levels of shared autonomy in brain-robot interfaces: enabling multi-robot multi-human collaboration for activities of daily living20260 citations
3. Humans optimally integrate cutaneous and proprioceptive cues in haptic size perception20260 citations
4. Electroencephalography differences in children with and without bilateral cerebral palsy during unimanual and bimanual drumming tasks20260 citations
5. Brain neural mechanisms underlying VR enhanced aerobic exercise for mood enhancement in depressed adolescents20260 citations
6. Multimodal physiological monitoring in augmented reality teaching environments for children with neurodevelopmental disorders20260 citations
7. From neurotechnology to the classroom: the promise of brain–computer interfaces for training systems engineers20260 citations
8. Differential arousal and neural engagement for angry and fearful faces: a combined pupillometric and fMRI study20260 citations
9. Huimin Xie1, Xuejiao Li1, 2, Zihan Wang1, 3, Yan Gao1, 4 and Lining Zhang120260 citations
10. Deep learning approaches for20260 citations
11. A structural network fingerprint of mild traumatic brain injury: a multi-study synthesis of T1-weighted MRI abnormalities20260 citations
12. A network medicine approach to investigating ME/CFS pathogenesis in severely ill patients: a pilot study20250 citations
13. Gray and white matter alterations in Obsessive-Compulsive Personality Disorder: a data fusion machine learning approach20250 citations
14. Observing walking with asymmetric treadmill belt speeds induces stronger activation of the action observation network than normal walking20250 citations
15. Visual feedback adaptation enhances arm-posture coordination during floor-surface perturbations20250 citations
16. Discriminative power of diverse nonlinear EEG dynamics across consciousness states during auditory stimulation in disorders of consciousness20250 citations
17. An Eeg-based analysis of the effects of different music genres on driving stress20250 citations
18. Functional brain network analysis in patients with upper-limb spasticity after stroke20250 citations
19. Both k-core percolation and directed graph analysis revealed succession and transition of voxels' spatiotemporal progress on dynamic correlation resting-state fMRI20250 citations
20. Research on healing-oriented street design based on quantitative emotional electroencephalography and eye-tracking technology20250 citations
21. Exploring neural activity changes during motor imagery-based brain-computer interface training with robotic hand for upper limb rehabilitation in ischemic stroke …20250 citations
22. Visualization of subthalamic nucleus on susceptibility weighted imaging and the verification of accuracy by microelectrode recording20250 citations
23. Potential common targets of music therapy intervention in neuropsychiatric disorders: the prefrontal cortex-hippocampus-amygdala circuit (a review)20250 citations
24. Mental gravity as a translational framework for mental health promotion20250 citations
25. Rehabilitation of patients in the subacute phase of stroke using the ReHand robotic system: a randomized controlled trial20250 citations
26. Advances in magnetic field approaches for non-invasive targeting neuromodulation20250 citations
27. Mind the gap: bridging ethical considerations and regulatory oversight in implantable BCI human subjects research20250 citations
28. Functional connectivity and characteristics of cortical brain networks of elderly individuals under different motor cognitive tasks based on functional near-infrared …20250 citations
29. Case Report: Implementation of stereoelectroencephalography in Kazakhstan: early experience in surgical planning for drug-resistant epilepsy20250 citations
30. The articulatory basis of phonological error patterns in childhood speech sound disorders20250 citations
31. Predicting task performance in robot-assisted surgery using physiological stress and subjective workload: a case study with interpretable machine learning20250 citations
32. Effects of comprehensive group music therapy on affect and social functioning in patients with schizophrenia undergoing community-based rehabilitation: a …20250 citations
33. fNIRS, EEG, ECG, and GSR reveal an effect of complex, dynamically changing environments on cognitive load, affective state, and performance, but not physiological …20250 citations
34. Brain-behavior correlates of rhythmic timing and auditory-motor synchronization in children with developmental coordination disorder: an EEG study20250 citations
35. A study of motor imagery EEG classification based on feature fusion and attentional mechanisms20250 citations
36. DeepAttNet: deep neural network incorporating cross-attention mechanism for subject-independent mental stress detection in passive brain–computer interfaces …20250 citations
37. Effects of word list length during episodic memory encoding observation by the event-related potential and time-frequency20250 citations
38. Early insights into eyeblink conditioning using optically pumped magnetometer-based MEG20250 citations
39. Rethinking neuropsychological test validity in dementia assessment: a critical review in the age of neuroimaging and digital markers20250 citations
40. Systematic review and meta-analysis of the relationships between real-time neurofeedback training parameters and acquisition of neural modulation20250 citations
41. Virtual embodiment training is associated with relative alpha power modulation20250 citations
42. Individuals with aphasia generate larger adaptive and corrective responses to suddenly introduced auditory perturbations20250 citations
43. Brain–computer-interface-driven artistic expression: real-time cognitive visualization in the pangolin scales animatronic dress and screen dress20250 citations
44. Fostering experiential learning of neurocognitive skills in brain injury tele-rehabilitation: bridging gaps in remote training by integrating scenario-based digital …20250 citations
45. deep brain stimulation think tank: cutting edge technology meets novel applications20250 citations
46. Neuromuscular characteristics of transcranial direct current stimulation over dorsolateral prefrontal cortex in patients with chronic low back pain: a randomized, double …20250 citations
47. Influence of attentional state on EEG-based motor imagery of lower limb20250 citations
48. Best practices for clinical trials of deep brain stimulation for neuropsychiatric indications20250 citations
49. Emerging technologies and neuroscience-based approaches in dyslexia: a narrative review toward integrative and personalized solutions20250 citations
50. The effects of amplitude modulated transcranial alternating current stimulation on working memory of college students20250 citations
51. Beauty in the shadow of neurodegenerative disease: a narrative review on aesthetic experience, neural mechanisms, and therapeutic frontiers20250 citations
52. Evidence of physiological changes associated with single-session pre-frontal tDCS: a pilot study20250 citations
53. The mysterious sense of smell: Evolution, historical perspectives, and neurological disorders20250 citations
54. Oceanic states of consciousness—an existential-neuroscience perspective20250 citations
55. Efficacy and safety of brain–computer interface for stroke rehabilitation: an overview of systematic review20250 citations
56. Gender perception of pareidolia faces in emergency department patients: the influence of physician gender20250 citations
57. Advances in the application of temporal interference stimulation: a scoping review20250 citations
58. Cognitive dysfunction—an under looked avenue to promote health in incarcerated elderly population through yoga20250 citations
59. Thirty years of public speaking anxiety research: topic modeling and semantic trend forecasting using LDA–Word2Vec integration20250 citations
60. Determining the depth of meditation through frontal alpha asymmetry20250 citations
61. Single-channel attention classification algorithm based on robust Kalman filtering and norm-constrained ELM20250 citations
62. Your brain on art, nature, and20250 citations
63. Neurophysiological predictors of deep learning based unilateral upper limb motor imagery classification20250 citations
64. Neurophysiological study of consumer emotional reactions in a simulated multisensory retail environment20250 citations
65. Baseline dependent differences in the perception of changes in visuomotor delay20250 citations
66. Electroencephalographic differences between waking and sleeping periods in patients with prolonged disorders of consciousness at different levels of consciousness20250 citations
67. AI-assisted MRI segmentation analysis of brain region volume alterations in Parkinson's disease20250 citations
68. Neural signals, machine learning, and the future of inner speech recognition20250 citations
69. Tracking novel visual word learning via different methods with an original FPVS-EEG approach20250 citations
70. Monotonicity in graph theoretic summaries of fMRI data acquired during human learning20250 citations
71. Neural speech tracking in a virtual acoustic environment: audio-visual benefit for unscripted continuous speech20250 citations
72. Clinical study of wearable low-intensity pulsed ultrasound treatment in the improvement of executive function in obesity (the SLITE trial): protocol for a single-centre …20250 citations
73. Auricular acupressure combined with auricular acupoint massage enhances cognitive function in night shift nurses: a P300 wave analysis20250 citations
74. Impact of visual distractors in virtual reality environments on sustained attention behavioral performance and EEG characteristics20250 citations
75. Multi-branch GAT-GRU-transformer for explainable EEG-based finger motor imagery classification20250 citations
76. Musical auditory feedback BCI: clinical pilot study of the Encephalophone20250 citations
77. Cognitive load recognition in simulated flight missions: An EEG study20250 citations
78. Comparative EEG study of neurodynamics upon olfactory stimulation in COVID-19 patients20250 citations
79. Structural connectome gradients and their relationship to IQ in childhood20250 citations
80. Motor imagery-based brain-computer interface for differential diagnosis in prolonged disorders of consciousness20250 citations
81. A novel methodological approach to understanding the cortical and subcortical effects of aerobic exercise in Parkinson's disease20250 citations
82. Artifact filtering application to increase online parity in a communication BCI: progress toward use in daily-life20250 citations
83. Linear and nonlinear multidimensional functional connectivity methods reveal similar networks for semantic processing in EEG/MEG data20250 citations
84. Investigating the effects of construction industry noise on workers' cognitive performance and learning efficiency20250 citations
85. Targeting the parietal memory network with tDCS in MCI: study protocol for a randomized controlled trial20250 citations
86. Differences in dynamic functional connectivity between naturalistic music listening and rest in preadolescents20250 citations
87. Effects of rTMS on swallowing function and neuroimaging features in post-stroke dysphagia20250 citations
88. The use of low-density EEG for the classification of PPA and MCI20250 citations
89. Implementation of mobile EEG for resting-state and visual evoked potentials in young children in rural Ethiopia20250 citations
90. Nature documentaries vs. quiet rest: no evidence for an impact on event-related desynchronization during motor imagery and neurofeedback20250 citations
91. Advancing 1.5 T MR imaging: toward achieving 3T quality through deep learning super-resolution techniques20250 citations
92. Sensory substitution and augmentation techniques in cerebral visual impairment: a discussion of lived experiences20250 citations
93. Nature images are more visually engaging than urban images: Evidence from neural oscillations in the brain20250 citations
94. Heterogeneous transfer learning model for improving the classification performance of fNIRS signals in motor imagery among cross-subject stroke patients20250 citations
95. Modeling dyslexia in neurotypical adults by combining neuroimaging and neuromodulation techniques: a hypothesis paper20250 citations
96. Exploring the n-back task: insights, applications, and future directions20250 citations
97. Transcutaneous and transcranial electrical stimulation for enhancing military performance: an update and systematic review20250 citations
98. Brain substrates of visual scene memory: a lesion-behavior mapping study20250 citations
99. Brain temporal dynamics correlate with clinical traits, spontaneous arm movements, and recovery in middle cerebral artery stroke20250 citations
100. High gamma EEG responses to emotional stimuli in virtual reality: insights from local activation and distributed characteristics20250 citations
101. Hormonal contraceptive use is associated with reduced central serotonergic activity indexed by the loudness dependence of auditory evoked potentials20250 citations
102. Research hotspots and frontiers of neuromodulation technology in the last decade: a visualization analysis based on the Web of Science database20250 citations
103. Affective bias predicts changes in depression during deep brain stimulation therapy20250 citations
104. Resting-state BOLD temporal variability of the default mode network predicts spontaneous mind wandering, which is negatively associated with mindfulness skills20250 citations
105. Effects of a mindfulness intervention on emotion differentiation and heart rate variability20250 citations
106. Decoding the brain-machine interaction for upper limb assistive technologies: advances and challenges20250 citations
107. Artificial intelligence in ADHD: a global perspective on research hotspots, trends and clinical applications20250 citations
108. The potential impact of exercise on affect and neuroinflammation in older adults living with fibromyalgia: a scoping review20250 citations
109. Hubs, influencers, and communities of executive functions: a task-based fMRI graph analysis20250 citations
110. Environmental effects on inter-brain coupling: a systematic review20250 citations
111. Modulating food craving-related neural oscillations using tACS: study protocol for a randomized sham-controlled trial20250 citations
112. SMART accelerates rate of cognitive gains in service members with mTBI and PTSD20250 citations
113. Emotion, proficiency, and arousal: exploring speech and physiological responses in Chinese ESL learners20250 citations
114. Brain white matter development in 8-year-old children is associated with maternal mental health during pregnancy20250 citations
115. Timing precision of the Individual Differences in Dutch Language Skills (IDLaS-NL) test battery20250 citations
116. Macroscopic quantum effects in the brain: new insights into the fundamental principle underlying conscious processes20250 citations
117. Impaired glymphatic system function and its association with speech and language delay in children with ADHD: a prospective study20250 citations
118. Effects of auditory rhythmic adaptation on lower limb joint mechanics during single-leg drop landings in individuals with functional ankle instability20250 citations
119. Comparative analysis of muscle synergies in gait of stroke patients and healthy controls20250 citations
120. Electrophysiological and behavioural responses to consonant and dissonant piano chords as standardised affective stimuli20250 citations
121. Changes in hemispheric dominance following targeted muscle reinnervation: a case study20250 citations
122. Protocol for a randomized controlled trial: efficacy and mechanisms of dual-target anodal tDCS in post-stroke cognitive impairment20250 citations
123. Exploring the effects of aerobic and resistance exercise on mood-related symptoms and EEG activity20250 citations
124. Neuroimaging and neuromodulation of invisible symptoms in multiple sclerosis20240 citations
125. Simultaneous and cumulative effects of tDCS on cerebral metabolic rate of oxygen in multiple sclerosis20240 citations
126. Ethical considerations for integrating multimodal computer perception and neurotechnology20240 citations
127. Neural functions vary by return-to-sport status in participants with anterior cruciate ligament reconstruction: a retrospective cohort study using sub-bands of resting …20240 citations
128. Understanding the role of emotion in decision making process: using machine learning to analyze physiological responses to visual, auditory, and combined …20240 citations
129. Hemodynamic activity is not parsimoniously tuned to index-of-difficulty in movement with dual requirements on speed-accuracy20240 citations
130. Syncing the brain's networks: dynamic functional connectivity shifts from temporal interference20240 citations
131. Potentially modifiable risk and protective factors affecting mental and emotional wellness in pregnancy20240 citations
132. A comprehensive dataset for home appliance control using ERP-based BCIs with the application of inter-subject transfer learning20240 citations
133. A study of long-term GABA and high-energy phosphate alterations in the primary motor cortex using anodal tDCS and 1H/31P MR spectroscopy20240 citations
134. Explainable artificial intelligence (xAI) in neuromarketing/consumer neuroscience: an fMRI study on brand perception20240 citations
135. The ineffective emotion regulation of deaf college students: an ERP study20240 citations
136. A generic error-related potential classifier based on simulated20240 citations
137. A simulation study: comparing independent component analysis and signal-space projection–source-informed reconstruction for rejecting muscle artifacts evoked by …20240 citations
138. Analyzing EEG patterns in young adults exposed to different acrophobia levels: a VR study20240 citations
139. Psychophysiological distinctions in emotional responding: Sensitivity to perceiving loss of connection20240 citations
140. Predictive power of gait and gait-related cognitive measures in amnestic mild cognitive impairment: a machine learning analysis20240 citations
141. PSAEEGNet: pyramid squeeze attention mechanism-based CNN for single-trial EEG classification in RSVP task20240 citations
142. Beta-gamma phase-amplitude coupling of scalp electroencephalography during walking preparation in Parkinson's disease differs depending on the freezing of gait20240 citations
143. How to assess the accuracy of volume conduction models? A validation study with stereotactic EEG data20240 citations
144. Investigating the acute cognitive effects of dietary compounds using fNIRS: methodological limitations and perspectives for research targeting healthy adults20240 citations
145. Brain functional connectivity20240 citations
146. The ethical significance of user-control in AI-driven speech-BCIs: a narrative review20240 citations
147. A motion aftereffect from viewing other people's gaze20240 citations
148. Attention switching through text dissimilarity: a cognition research on fragmented reading behavior20240 citations
149. A method for synchronized use of EEG and eye tracking in fully immersive VR20240 citations
150. Olfactory neurofeedback: current state and possibilities for further development20240 citations
151. Heterogeneous appetite patterns in depression: computational modeling of nutritional interoception, reward processing, and decision-making20240 citations
152. Assessing resting-state brain functional connectivity in adolescents and young adults with narcolepsy using functional near-infrared spectroscopy20240 citations
153. Online group therapies for anxiety, obsessive-compulsive, and trauma-related disorders: a systematic review20240 citations
154. Decoding imagined speech with delay differential analysis20240 citations
155. Effects and neural mechanisms of different physical activity on major depressive disorder based on cerebral multimodality monitoring: a narrative review20240 citations
156. Influencing factors of corticomuscular coherence in stroke patients20240 citations
157. Knowledge mapping and research trends of brain-computer interface technology in rehabilitation: a bibliometric analysis20240 citations
158. Evolutionary transfer optimization-based approach for automated ictal pattern recognition using brain signals20240 citations
159. Methods and protocols in Brain-Computer Interfaces20240 citations
160. Multi-source domain adaptation for EEG emotion recognition based on inter-domain sample hybridization20240 citations
161. A mapping-knowledge-domain analysis of ERP research on language processing20240 citations
162. Enhancing learning experiences: EEG-based passive BCI system adapts learning speed to cognitive load in real-time, with motivation as catalyst20240 citations
163. Resting-state EEG features modulated by depressive state in healthy individuals: insights from theta PSD, theta-beta ratio, frontal-parietal PLV, and sLORETA20240 citations
164. Epilepsy lesion localization method based on brain function network20240 citations
165. The California cognitive assessment battery (CCAB)20240 citations
166. High-order brain network feature extraction and classification method of first-episode schizophrenia: an EEG study20240 citations
167. Point-SPV: end-to-end enhancement of object recognition in simulated prosthetic vision using synthetic viewing points20230 citations
168. A study based on functional near-infrared spectroscopy: Cortical responses to music interventions in patients with myofascial pain syndrome20230 citations
169. EEG brain signals to detect the sleep health of a driver: An automated framework system based on deep learning20230 citations
170. EEG channel and feature investigation in binary and multiple motor imagery task predictions20230 citations
171. Assessing awareness in severe Alzheimer's disease20230 citations
172. Applying affect coding and dynamical systems mathematical modeling to understanding the role of emotional expression on the therapeutic relationship across an …20230 citations
173. The power of multivariate approach in identifying EEG correlates of interlimb coupling20230 citations
174. Advances in machine learning approaches and technologies for supporting nervous system disease diagnosis20230 citations
175. Digitally embodied lifespan neurocognitive development and Tactile Internet: Transdisciplinary challenges and opportunities20230 citations
176. The modularization design and autonomous motion control of a new baby stroller20230 citations
177. Infra-low frequency neurofeedback in persistent postural-perceptual dizziness—Case report20230 citations
178. Mind wandering state detection during video-based learning via EEG20230 citations
179. Structured noise champagne: an empirical Bayesian algorithm for electromagnetic brain imaging with structured noise20230 citations
180. The more, the better? Learning rate and self-pacing in neurofeedback enhance cognitive performance in healthy adults20230 citations
181. Explainable and advanced intelligent processing in the brain-machine interaction20230 citations
182. An open-source human-in-the-loop BCI research framework: method and design20230 citations
183. Overt speech decoding from cortical activity: a comparison of different linear methods20230 citations
184. CLET: Computation of Latencies in Event-related potential Triggers using photodiode on virtual reality apparatuses20230 citations
185. ACT-R based human digital twin to enhance operators' performance in process industries20230 citations
186. Tangent space alignment: Transfer learning for brain-computer interface20230 citations
187. FMRI study of implicit emotional face processing in patients with MDD with melancholic subtype20230 citations
188. Gait parameter fitting and adaptive enhancement based on cerebral blood oxygen information20230 citations
189. Simultaneous real-time EEG-fMRI neurofeedback: A systematic20230 citations
190. Hybrid transfer learning strategy for cross-subject EEG emotion recognition20230 citations
191. Individual differences in the language task-evoked and resting-state functional networks20230 citations
192. EEG/MEG based diagnosis for psychiatric disorders20230 citations
193. Forward and inverse solvers in multi-modal electric and magnetic brain imaging: theory, implementation, and application20230 citations
194. The increasing instance of negative emotion reduce the performance of emotion recognition20230 citations
195. Explainable artificial intelligence model to predict brain states from fNIRS signals20230 citations
196. The current state of artificial intelligence-augmented digitized neurocognitive screening test20230 citations
197. The classification of brain network for major depressive disorder patients based on deep graph convolutional neural network20230 citations
198. Reflecting on what is “skill” in human motor skill learning20230 citations
199. How standardized are “standard protocols”? Variations in protocol and performance evaluation for slow cortical potential neurofeedback: A systematic review20230 citations
200. Enhancing the accuracy of electroencephalogram-based emotion recognition through Long Short-Term Memory recurrent deep neural networks20230 citations
201. STGATE: Spatial-temporal graph attention network with a transformer encoder for EEG-based emotion recognition20230 citations
202. Brain-connectivity-based computer interfaces20230 citations
203. Real-time EEG-based emotion recognition for neurohumanities: perspectives from principal component analysis and tree-based algorithms20230 citations
204. A data-driven machine learning approach for brain-computer interfaces targeting lower limb neuroprosthetics20230 citations
205. Clinical perspectives on neuropsychological rehabilitation: challenges, expectations, and family involvement20230 citations
206. An F-ratio-based method for estimating the number of active sources in MEG20230 citations
207. Frontal alpha asymmetry interaction with an experimental story EEG brain-computer interface20230 citations
208. Maternal age differences in cognitive regulation: examination of associations and interactions between RSA and EEG frontoparietal alpha power coherence20230 citations
209. A pilot study on AI-driven approaches for classification of mental health disorders20230 citations
210. Non-invasive EEG-based BCI spellers from the beginning to today: a mini-review20230 citations
211. Classification of female MDD patients with and without suicidal ideation using resting-state functional magnetic resonance imaging and machine learning20230 citations
212. The nested hierarchy of self and its trauma: In search for a synchronic dynamic and topographical re-organization20230 citations
213. Neurophysiological biomarkers of motor improvement from constraint-induced movement therapy and robot-assisted therapy in participants with stroke20230 citations
214. … state-of-the-art review of functional magnetic resonance imaging technique integrated with advanced statistical modeling and machine learning for primary headache …20230 citations
215. Time-locked acute alpha-frequency stimulation of subthalamic nuclei during the evaluation of emotional stimuli and its effect on power modulation20230 citations
216. A comprehensive review for machine learning on neuroimaging in obsessive-compulsive disorder20230 citations
217. Review of public motor imagery and execution datasets in brain-computer interfaces20230 citations
218. Multibranch convolutional neural network with contrastive representation learning for decoding same limb motor imagery tasks20230 citations
219. Design of virtual BCI channels based on informer20230 citations
220. Hand-worn devices for assessment and rehabilitation of motor function and their potential use in BCI protocols: a review20230 citations
221. Global excellence in brain-computer interfaces: Europe20230 citations
222. Identifying biomarkers for tDCS treatment response in Alzheimer's disease patients: A machine learning approach using resting-state EEG classification20230 citations
223. Synergy through integration of digital cognitive tests and wearable devices for mild cognitive impairment screening20230 citations
224. Variance characteristic preserving common spatial pattern for motor imagery BCI20230 citations
225. MMGan: a multimodal MR brain tumor image segmentation method20230 citations
226. Application of multi-task transfer learning: The combination of EA and optimized subband regularized CSP to classification of 8-channel EEG signals with small …20230 citations
227. Motor imagery electroencephalogram classification algorithm based on joint features in the spatial and frequency domains and instance transfer20230 citations
228. Bio-inspired design of a self-aligning, lightweight, and highly-compliant cable-driven knee exoskeleton20230 citations
229. Bibliometric mapping of non-invasive brain stimulation techniques (NIBS) for fluent speech production20230 citations
230. Differences in postural strategies between children with and without ADHD in tasks of static and dynamic balance20230 citations
231. A real-time fMRI neurofeedback system for the clinical alleviation of depression with a subject-independent classification of brain states: a proof of principle study20230 citations
232. Manifold learning for fMRI time-varying functional connectivity20230 citations
233. Abnormal resting-state functional connectivity underlies cognitive and clinical symptoms in patients with schizophrenia20230 citations
234. EasyEyes—A new method for accurate fixation in online vision testing20230 citations
235. Advancing arabic dialect detection with hybrid stacked transformer models20230 citations
236. Neurocomputational models of decision-making and cognitive processes20230 citations
237. Quantitative and qualitative electroencephalography in the diagnosis and monitoring of depression. A modern approach to clinical neurophysiology20230 citations
238. CutFEM forward modeling for EEG source analysis20230 citations
239. Non-linearity, complexity, and quantization concepts in biology20230 citations
240. Task-specific cortical mechanisms of taVNS-paired task-oriented training for post-stroke upper extremity dysfunction under cognitive load: an fNIRS study20230 citations
241. Linguistic representation of vowels in speech imagery EEG20230 citations
242. Methods in brain-computer interfaces: 202320230 citations
243. Quantitative EEG analysis in typical absence seizures: Unveiling spectral dynamics and entropy patterns20230 citations
244. Closed-loop motor imagery EEG simulation for brain-computer interfaces20230 citations
245. Effects of a novel non-pharmacological intervention based on respiratory biofeedback, neurofeedback and median nerve stimulation to treat children with ADHD20230 citations
246. A mini-review: recent advancements in temporal interference stimulation in modulating brain function and behavior20230 citations
247. Application of EEG in migraine20230 citations
248. Studying memory processes at different levels with simultaneous depth and surface EEG recordings20230 citations
249. Decoding the neural signatures of valence and arousal from portable EEG headset20230 citations
250. Association of brain–autonomic activities and task accuracy under cognitive load: A pilot study using electroencephalogram, autonomic activity measurements, and …20230 citations
251. Aberrant resting-state regional activity in patients with postpartum depression20230 citations
252. Vascular risk factors and neuroimaging heterogeneity across different white matter hyperintensities distribution patterns20230 citations
253. Anesthesia for non-traditional consciousness20230 citations
254. Neurofeedback strategies in binge-eating disorder as predictors of EEG-neurofeedback regulation success20230 citations
255. EEG-based clinical decision support system for Alzheimer's disorders diagnosis using EMD and deep learning techniques20230 citations
256. The potential of convolutional neural networks for identifying neural states based on electrophysiological signals: experiments on synthetic and real patient data20230 citations
257. Unleashing the potential of fNIRS with machine learning: classification of fine anatomical movements to empower future brain-computer interface20230 citations
258. Altered neural processes underlying executive function in occupational burnout—Basis for a novel EEG biomarker20230 citations
259. On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders20230 citations
260. An ecological study protocol for the multimodal investigation of the neurophysiological underpinnings of dyadic joint action20230 citations
261. EEG-based investigation of effects of mindfulness meditation training on state and trait by deep learning and traditional machine learning20230 citations
262. Electrophysiological biomarkers and age characterize phenotypic heterogeneity among individuals with major depressive disorder20230 citations
263. A multimodal approach for the ecological investigation of sustained attention: A pilot study20220 citations
264. EEG-based spectral analysis showing brainwave changes related to modulating progressive fatigue during a prolonged intermittent motor task20220 citations
265. Neural dynamics during emotional video engagement relate to anxiety20220 citations
266. Therapist reactions to patient personality: A pilot study of clinicians' emotional and neural responses using three clinical vignettes from in treatment series20220 citations
267. Is frontoparietal electroencephalogram activity related to the level of functional disability in patients emerging from a minimally conscious state? A preliminary study20220 citations
268. Potential epigenetic mechanisms in psychotherapy: a pilot study on DNA methylation and mentalization change in borderline personality disorder20220 citations
269. BCI-FES with multimodal feedback for motor recovery poststroke20220 citations
270. Visual mismatch negativity reflects enhanced response to the deviant: Evidence from event-related potentials and electroencephalogram time-frequency analysis20220 citations
271. The enigma of infra-slow fluctuations in the human EEG20220 citations
272. Neuromonitoring correlates of expertise level in surgical performers: a systematic review20220 citations
273. Revisiting the relation between syntax, action, and left BA4420220 citations
274. Mental state classification using multi-graph features20220 citations
275. Evaluation of a new lightweight EEG technology for translational applications of passive brain-computer interfaces20220 citations
276. A scoping review of electroencephalographic (EEG) markers for tracking neurophysiological changes and predicting outcomes in substance use disorder treatment20220 citations
277. Beauty and uncertainty as transformative factors: a free energy principle account of aesthetic diagnosis and intervention in gestalt psychotherapy20220 citations
278. Cognitive and Motor Control Based on Brain-Computer Interfaces for Improving the Health and Well-Being in Older Age20220 citations
279. The steady state visual evoked potential (SSVEP) tracks “sticky” thinking, but not more general mind-wandering20220 citations
280. Classification of drug-naive children with attention-deficit/hyperactivity disorder from typical development controls using resting-state fMRI and graph theoretical …20220 citations
281. Electroconvulsive therapy-induced changes in functional brain network of major depressive disorder patients: a longitudinal resting-state electroencephalography …20220 citations
282. Imprecise predictive coding is at the core of classical schizophrenia20220 citations
283. Oscillatory beta/alpha band modulations: A potential biomarker of functional language and motor recovery in chronic stroke?20220 citations
284. Enhancing brain connectivity with infra-low frequency neurofeedback during aging: a pilot study20220 citations
285. Humanoid robot walking in maze controlled by SSVEP-BCI based on augmented reality stimulus20220 citations
286. If you are old, videos look slow. The paradoxical effect of age-related motor decline on the kinematic interpretation of visual scenes20220 citations
287. Electroencephalogram microstates and functional connectivity of cybersickness20220 citations
288. Improved brain–computer interface signal recognition algorithm based on few-channel motor imagery20220 citations
289. Complexity changes in functional state dynamics suggest focal connectivity reductions20220 citations
290. Improved classification performance of EEG-fNIRS multimodal brain-computer interface based on multi-domain features and multi-level progressive learning20220 citations
291. A guide for concurrent TMS-fMRI to investigate functional brain networks20220 citations
292. Neuroprotection in late life attention-deficit/hyperactivity disorder: A review of pharmacotherapy and phenotype across the lifespan20220 citations
293. Difference analysis of multidimensional electroencephalogram characteristics between young and old patients with generalized anxiety disorder20220 citations
294. Behavioral Studies using large-scale brain networks–methods and validations20220 citations
295. Classification of motor imagery electroencephalogram signals by using adaptive cross-subject transfer learning20220 citations
296. An action-independent role for midfrontal theta activity prior to error commission20220 citations
297. The antidepressant effect of cognitive reappraisal training on individuals cognitively vulnerable to depression: Could cognitive bias be modified through the prefrontal …20220 citations
298. Alpha rhythm of electroencephalography was modulated differently by three transcranial direct current stimulation protocols in patients with ischemic stroke20220 citations
299. A state-of-the-art review of EEG-based imagined speech decoding20220 citations
300. Effects of gaze fixation on the performance of a motor imagery-based brain-computer interface20220 citations
301. Decoding intracranial EEG with machine learning: a systematic review20220 citations
302. Structural features predict sexual trauma and interpersonal problems in borderline personality disorder but not in controls: A multi-voxel pattern analysis20220 citations
303. … outcome prediction in infants with neonatal hypoxic-ischemic encephalopathy based on functional connectivity and complexity of the electroencephalography signal20220 citations
304. Multi-sensor wearable health device framework for real-time monitoring of elderly patients using a mobile application and high-resolution parameter estimation20220 citations
305. Abnormality of functional connections in the resting state brains of schizophrenics20220 citations
306. Reliability of upper limb pin-prick stimulation with electroencephalography: evoked potentials, spectra and source localization20220 citations
307. Combined aerobic exercise and neurofeedback lead to improved task-relevant intrinsic network synchrony20220 citations
308. Cognitive workload of tugboat captains in realistic scenarios: adaptive spatial filtering for transfer between conditions20220 citations
309. Neurostimulation artifact removal for implantable sensors improves signal clarity and decoding of motor volition20220 citations
310. Researchers' ethical concerns about using adaptive deep brain stimulation for enhancement20220 citations
311. Multimodal resting-state connectivity predicts affective neurofeedback performance20220 citations
312. A fusion-based technique with hybrid swarm algorithm and deep learning for biosignal classification20220 citations
313. Electronic cigarette vaping did not enhance the neural process of working memory for regular cigarette smokers20220 citations
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318. A brain-like classification method for computed tomography images based on adaptive feature matching dual-source domain heterogeneous transfer learning20220 citations
319. Development of a sensing platform based on hands-free interfaces for controlling electronic devices20220 citations
320. EEG-based brain network analysis of chronic stroke patients after BCI rehabilitation training20220 citations
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322. Altered neuromagnetic activity in persistent postural-perceptual dizziness: a multifrequency magnetoencephalography study20220 citations
323. Memory for the future: psychodynamic approach to time and self through the default network20220 citations
324. Automatic detection of abnormal EEG signals using multiscale features with ensemble learning20220 citations
325. Modulation of Spectral Representation and Connectivity Patterns in Response to Visual Narrative in the Human Brain20220 citations
326. Is there evidence for a noisy computation deficit in developmental dyslexia?20220 citations
327. Spontaneous alpha and theta oscillations are related to complementary aspects of cognitive control in younger and older adults20210 citations
328. BENDR: Using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG data20210 citations
329. Functional brain network analysis of knowledge transfer while engineering problem-solving20210 citations
330. Interpersonal synchrony and network dynamics in social interaction20210 citations
331. Application of high-frequency oscillations on scalp EEG in infant spasm: a prospective controlled study20210 citations
332. MindLink-eumpy: an open-source python toolbox for multimodal emotion recognition20210 citations
333. Functional connectivity analysis in motor-imagery brain computer interfaces20210 citations
334. Label-based alignment multi-source domain adaptation for cross-subject EEG fatigue mental state evaluation20210 citations
335. Connectivity measures differentiate cortical and subcortical sub-acute ischemic stroke patients20210 citations
336. Depression speech recognition with a three-dimensional convolutional network20210 citations
337. Decreased intrinsic neural timescales in mesial temporal lobe epilepsy20210 citations
338. Can machines find the bilingual advantage? Machine learning algorithms find no evidence to differentiate between lifelong bilingual and monolingual cognitive …20210 citations
339. Classification of Alzheimer's disease leveraging multi-task machine learning analysis of speech and eye-movement data20210 citations
340. International consensus based review and recommendations for minimum reporting standards in research on transcutaneous vagus nerve stimulation (version 2020)20210 citations
341. A novel sleep staging network based on data adaptation and multimodal fusion20210 citations
342. Spectral resting-state EEG (rsEEG) in chronic aphasia is reliable, sensitive, and correlates with functional behavior20210 citations
343. A deep learning-based approach to video-based eye tracking for human psychophysics20210 citations
344. Classification of complex emotions using EEG and virtual environment: Proof of concept and therapeutic implication20210 citations
345. Mental workload estimation based on physiological features for pilot-UAV teaming applications20210 citations
346. An evolutionary perspective of dyslexia, stress, and brain network homeostasis20210 citations
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349. Shared and unshared feature extraction in major depression during music listening using constrained tensor factorization20210 citations
350. Data augmentation for deep neural networks model in EEG classification task: a review20210 citations
351. Perceived mental workload classification using intermediate fusion multimodal deep learning20210 citations
352. A look into the power of fNIRS signals by using the Welch power spectral estimate for deception detection20210 citations
353. Functional network alterations as markers for predicting the treatment outcome of cathodal transcranial direct current stimulation in focal epilepsy20210 citations
354. Neural oscillation during mental imagery in sport: an olympic sailor case study20210 citations
355. Frontal EEG-based multi-level attention states recognition using dynamical complexity and extreme gradient boosting20210 citations
356. Vividness of visual imagery and personality impact motor-imagery brain computer interfaces20210 citations
357. Effects of early life stress on the developing basolateral amygdala-prefrontal cortex circuit: the emerging role of local inhibition and perineuronal nets20210 citations
358. Automatic sleep staging algorithm based on time attention mechanism20210 citations
359. A dataset to study pragmatic language and its underlying cognitive processes20210 citations
360. A new statistical approach for fNIRS hyperscanning to predict brain activity of preschoolers' using teacher's20210 citations
361. Multi-parameter physiological state monitoring in target detection under real-world settings20210 citations
362. Two-level domain adaptation neural network for EEG-based emotion recognition20210 citations
363. Increase in beta power reflects attentional top-down modulation after psychosocial stress induction20210 citations
364. Children ASD evaluation through joint analysis of EEG and eye-tracking recordings with graph convolution network20210 citations
365. Deep-learning-based multivariate pattern analysis (dMVPA): A tutorial and a toolbox20210 citations
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368. Electroencephalography correlates of well-being using a low-cost wearable system20210 citations
369. A review of studies leveraging multimodal TMS-fMRI applications in the pathophysiology and treatment of schizophrenia20210 citations
370. Decoding EEG brain activity for multi-modal natural language processing20210 citations
371. Prediction of second language proficiency based on electroencephalographic signals measured while listening to natural speech20210 citations
372. Differences in disrupted dynamic functional network connectivity among children, adolescents, and adults with attention deficit/hyperactivity disorder: A resting-state …20210 citations
373. Tremor-suppression orthoses for the upper limb: Current developments and future challenges20210 citations
374. Viability of preictal high-frequency oscillation rates as a biomarker for seizure prediction20210 citations
375. Socializing sensorimotor contingencies20210 citations
376. Theta oscillations and source connectivity during complex audiovisual object encoding in working memory20210 citations
377. Multimodal prediction of Alzheimer's disease severity level based on resting-state EEG and structural MRI20210 citations
378. Causal inferences in repetitive transcranial magnetic stimulation research: challenges and perspectives20210 citations
379. Artificial intelligence algorithms in visual evoked potential-based brain-computer interfaces for motor rehabilitation applications: systematic review and future directions20210 citations
380. Degree and complexity of non-conscious emotional information processing–a review of masked priming studies20210 citations
381. … and specific alterations of amygdala subregions in major depressive disorder with and without anxiety: a combined structural and resting-state functional MRI study20210 citations
382. Objective assessments of mental fatigue during a continuous long-term stress condition20210 citations
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385. The temporally-integrated causality landscape: reconciling neuroscientific theories with the phenomenology of consciousness20210 citations
386. Personalized virtual reality human-computer interaction for psychiatric and neurological illnesses: a dynamically adaptive virtual reality environment that changes …20210 citations
387. Invasive electrophysiology for circuit discovery and study of comorbid psychiatric disorders in patients with epilepsy: Challenges, opportunities, and novel …20210 citations
388. The time-robustness analysis of individual identification based on resting-state EEG20210 citations
389. Arnaud Delafontaine1, 2, 3*, Paul Fourcade1, 2, Ahmed Zemouri1, 2, DG Diakhaté1, 2, 4, Gabriel Saiydoun3, 5, 6, 7 and Eric Yiou1, 220210 citations
390. Trail making test performance using a touch-sensitive tablet: behavioral kinematics and electroencephalography20210 citations
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395. Hyperscanning: a valid method to study neural inter-brain underpinnings of social interaction20200 citations
396. Interictal epileptiform discharges and the quality of human intracranial neurophysiology data20200 citations
397. Functional brain connectivity of language functions in children revealed by EEG and MEG: A systematic review20200 citations
398. Cortico-hippocampal brain connectivity-guided repetitive transcranial magnetic stimulation enhances face-cued word-based associative memory in the short term20200 citations
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