Emergingby GlyphA Neuroprosthetic SoC Featuring Rapid Local Sensory Feedback with On-Chip Unsupervised Multi-Class Spike Sorting
Bowen Liu, Yuhan Hou, Yu Huang et al. · arXiv eess.SP
Brain-computer interfaces
Papers in frontier tech
42 papers
How large an effect would we have seen? Positive controls, detection floors and dataset pitfalls in scalp-EEG speech decoding
Blessing Isoyiza Adeika, Onyema Osuagwu · arXiv eess.SP
Brain-computer interfaces
Cross-subject decoding of imagined speech from scalp EEG: a leakage-controlled evaluation on three public corpora
Blessing Isoyiza Adeika, Onyema Osuagwu · arXiv eess.SP
Brain-computer interfaces
Multimodal Physiological Decoding Reveals Individualized Arousal Dynamics in Closed-Loop Neurofeedback
Anirudh Natarajan, Paul Sajda · arXiv q-bio.NC
Brain-computer interfaces
Driver fatigue detection using EEG-based graph attention convolutional neural networks: An end-to-end learning approach with mutual information-driven connectivity
Jichi Chen, Yuguo Cui, Chunfeng Wei et al. · Applied Soft Computing
Brain-computer interfaces
Effectiveness of a Brain-Computer Interface Based Programme for the Treatment of ADHD: A Pilot Study
Choon Guan Lim, Tih-Shih W. Lee, Cuntai Guan et al. · Psychopharmacology Bulletin
Brain-computer interfaces
Inner speech in motor cortex and implications for speech neuroprostheses
Erin M. Kunz, Benyamin Meschede-Krasa, Foram B. Kamdar et al. · Cell
Brain-computer interfaces
A generic non-invasive neuromotor interface for human-computer interaction
Patrick Kaifosh, Thomas R. Reardon, CTRL-labs at Reality Labs et al. · Nature
Brain-computer interfaces
EEG-based brain-computer interface enables real-time robotic hand control at individual finger level
Yidan Ding, Chalisa Udompanyawit, Yisha Zhang et al. · Nature Communications
Brain-computer interfaces
Decoding driving states based on normalized mutual information features and hyperparameter self-optimized Gaussian kernel-based radial basis function extreme learning machine
Jichi Chen, Fujie Fan, Chunfeng Wei et al. · Chaos Solitons & Fractals
Brain-computer interfaces
Advances in EEG-based emotion recognition: Challenges, methodologies, and future directions
Jichi Chen, Yuguo Cui, Chunfeng Wei et al. · Applied Soft Computing
Brain-computer interfaces
An instantaneous voice-synthesis neuroprosthesis
Maitreyee Wairagkar, Nicholas S. Card, Tyler Singer-Clark et al. · Nature
Brain-computer interfaces
Self-supervised Learning for Electroencephalogram: A Systematic Survey
Weining Weng, Yang Gu, Shuai Guo et al. · ACM Computing Surveys
Brain-computer interfaces
Stabilizing brain-computer interfaces through alignment of latent dynamics
Brianna M. Karpowicz, Yahia H Ali, Lahiru N. Wimalasena et al. · Nature Communications
Brain-computer interfaces
Multi-scale convolutional transformer network for motor imagery brain-computer interface
Wei Zhao, Baocan Zhang, Haifeng Zhou et al. · Scientific Reports
Brain-computer interfaces
EmT: A Novel Transformer for Generalized Cross-Subject EEG Emotion Recognition
Yi Ding, Chengxuan Tong, Shuailei Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems
Brain-computer interfaces
A streaming brain-to-voice neuroprosthesis to restore naturalistic communication
Kaylo T. Littlejohn, Cheol Jun Cho, Jessie R. Liu et al. · Nature Neuroscience
Brain-computer interfaces
Advanced Analysis of Alpha EEG Patterns for Identifying Meditative States in Alpha Power Activation Yoga (APAY)
R. Kishore Kanna, Pravin R. Kshirsagar, R Thiagarajan et al. · International Research Journal of Multidisciplinary Technovation
Brain-computer interfaces
Recent applications of EEG-based brain-computer-interface in the medical field
Xiuyun Liu, Wenlong Wang, Miao Liu et al. · Military Medical Research
Brain-computer interfaces
Deep Wavelet Temporal-Frequency Attention for nonlinear fMRI factorization in ASD
Fengqin Wang, Hengjin Ke, Hsi‐Pin Ma et al. · Pattern Recognition
Brain-computer interfaces
Transformers in EEG Analysis: A Review of Architectures and Applications in Motor Imagery, Seizure, and Emotion Classification
Elnaz Vafaei, Mohammad Hosseini · Sensors
Brain-computer interfaces
A memristor-based adaptive neuromorphic decoder for brain–computer interfaces
Zhengwu Liu, Jie Mei, Jianshi Tang et al. · Nature Electronics
Brain-computer interfaces
Advances in Neuroimaging and Deep Learning for Emotion Detection: A Systematic Review of Cognitive Neuroscience and Algorithmic Innovations
Constantinos Halkiopoulos, Evgenia Gkintoni, Anthimos Aroutzidis et al. · Diagnostics
Brain-computer interfaces
Neural Manifold Decoder for Acupuncture Stimulations With Representation Learning: An Acupuncture-Brain Interface
Haitao Yu, Fanyi Zeng, Dongliang Liu et al. · IEEE Journal of Biomedical and Health Informatics
Brain-computer interfaces
Depression Detection and Diagnosis Based on Electroencephalogram (EEG) Analysis: A Comprehensive Review
Kholoud Elnaggar, M. M. El-Gayar, Mohammed Mahfouz Elmogy · Diagnostics
Brain-computer interfaces
Artificial Intelligence and Neuroscience: Transformative Synergies in Brain Research and Clinical Applications
Răzvan Onciul, Cătălina-Ioana Tătaru, Adrian Vasile Dumitru et al. · Journal of Clinical Medicine
Brain-computer interfaces
A Novel CNN-Based Framework for Alzheimer’s Disease Detection Using EEG Spectrogram Representations
Kostas Stefanou, Katerina D. Tzimourta, Christos V. Bellos et al. · Journal of Personalized Medicine
Brain-computer interfaces
A hybrid CNN-Bi-LSTM model with feature fusion for accurate epilepsy seizure detection
Xiaoshuai Cao, Shaojie Zheng, Jincan Zhang et al. · BMC Medical Informatics and Decision Making
Brain-computer interfaces
Cognitive load detection through EEG lead wise feature optimization and ensemble classification
Jammisetty Yedukondalu, Kalyani Sunkara, Vankayalapati Radhika et al. · Scientific Reports
Brain-computer interfaces
A high-performance brain–computer interface for finger decoding and quadcopter game control in an individual with paralysis
Matthew S. Willsey, Nishal Pradeepbhai Shah, Donald T. Avansino et al. · Nature Medicine
Brain-computer interfaces
The lab streaming layer for synchronized multimodal recording
Christian Kothe, Seyed Yahya Shirazi, Tristan Stenner et al. · Imaging Neuroscience
Brain-computer interfaces
Optimized Neural Network for Prediction of Neurological Disorders
Swagat Karve, Siddheshwar S. Gangonda, Ganesh Birajadar et al. · Communications in computer and information science
Brain-computer interfaces
Evoking stable and precise tactile sensations via multi-electrode intracortical microstimulation of the somatosensory cortex
Charles M. Greenspon, Giacomo Valle, Natalya D. Shelchkova et al. · Nature Biomedical Engineering
Brain-computer interfaces
EEG-Deformer: A Dense Convolutional Transformer for Brain-Computer Interfaces
Yi Ding, Yong Li, Hao Sun et al. · IEEE Journal of Biomedical and Health Informatics
Brain-computer interfaces
A review of epilepsy detection and prediction methods based on EEG signal processing and deep learning
Xizhen Zhang, Xiaoli Zhang, Qiong Nian Huang et al. · Frontiers in Neuroscience
Brain-computer interfaces
EEG biomarkers in Alzheimer’s and prodromal Alzheimer’s: a comprehensive analysis of spectral and connectivity features
Chowtapalle Anuraag Chetty, Harsha Bhardwaj, G. Pradeep Kumar et al. · Alzheimer s Research & Therapy
Brain-computer interfaces
EEG-based optimization of eye state classification using modified-BER metaheuristic algorithm
Ahmed M. Elshewey, Amel Ali Alhussan, Doaa Sami Khafaga et al. · Scientific Reports
Brain-computer interfaces
MAS-DGAT-Net: A dynamic graph attention network with multibranch feature extraction and staged fusion for EEG emotion recognition
Shuaiqi Liu, Xinrui Wang, Mingqi Jiang et al. · Knowledge-Based Systems
Brain-computer interfaces
Epileptic seizure prediction via multidimensional transformer and recurrent neural network fusion
Rong Zhu, Wen-Xin Pan, Jin‐Xing Liu et al. · Journal of Translational Medicine
Brain-computer interfaces
Brain-body physiology: Local, reflex, and central communication
Megan Sammons, Miranda C. Popescu, Jingyi Chi et al. · Cell
Brain-computer interfaces
The state of clinical trials of implantable brain–computer interfaces
K. Michelle Patrick-Krueger, Ian Burkhart, Jose Luis Contreras-Vidal · Nature Reviews Bioengineering
Brain-computer interfaces
Brain Neuroplasticity Leveraging Virtual Reality and Brain–Computer Interface Technologies
Athanasios S. Drigas, Angeliki Sideraki · Sensors
Brain-computer interfaces