Cuntai Guan

Professor

Nanyang Technological University (NTU)

Singapore

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Professors in Neuroscience

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Articles (20)

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2024

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2023

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2023

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2023

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2023

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2023

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2023

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2023

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2023

Collaborators (9)

Aarthy Nagarajan

Melchor Visiting Assistant Professor

University of Notre Dame

UNITED STATES

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Anastasios Bezerianos

GREECE

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Emil Jovanov

Professor

The University of Alabama in Huntsville College of Engineering

UNITED STATES

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Benny Lo

Reader

Imperial College London

UNITED KINGDOM

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Chee Keong Kwoh

Nanyang Technological University (NTU)

SINGAPORE

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Peter Brunner

Associate Professor

Washington University in St. Louis

UNITED STATES

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Xiaoli Li

Nanyang Technological University (NTU)

SINGAPORE

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Yi Ding

Research Assistant Professor

Nanyang Technological University

SINGAPORE

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Han Yu

Nanyang Assistant Professor (NAP)

Nanyang Technological University (NTU)

SINGAPORE

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Cuntai Guan

Research Interests

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Articles (20)

Translation of neurotechnologies

ECGAN-Assisted ResT-Net Based on Fuzziness for OSA Detection

LGGNet: Learning From Local-Global-Graph Representations for Brain–Computer Interface

Machine learning-guided realization of full-color high-quantum-yield carbon quantum dots

Aggregating intrinsic information to enhance BCI performance through federated learning

Subject-independent meta-learning framework towards optimal training of EEG-based classifiers

Transferring a deep learning model from healthy subjects to stroke patients in a motor imagery brain–computer interface

Machine Learning Technique Reveals Intrinsic EEG Connectivity Characteristics of Patients With Mild Stroke During Cognitive Task Performing

Decoding Multi-Class Motor Imagery From Unilateral Limbs Using EEG Signals

Federated Graph Neural Networks: Overview, Techniques, and Challenges

E-Key: An EEG-Based Biometric Authentication and Driving Fatigue Detection System

ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training

Quantifying Explainability of Saliency Methods in Deep Neural Networks With a Synthetic Dataset

TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition

OCTAve: 2D En Face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning With Locality Augmentation

Robust Bayesian Estimation of EEG-Based Brain Causality Networks

LE-UDA: Label-Efficient Unsupervised Domain Adaptation for Medical Image Segmentation

Relevance-based channel selection in motor imagery brain–computer interface

Video Based Cocktail Causal Container for Blood Pressure Classification and Blood Glucose Prediction

Effects of Cognitive Distraction on Upper Limb Movement Decoding From EEG Signals

Collaborators (9)

Aarthy Nagarajan

Anastasios Bezerianos

Emil Jovanov

Benny Lo

Chee Keong Kwoh

Peter Brunner

Xiaoli Li

Yi Ding

Han Yu

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