柯立偉

Pre-Sleep Forecasting & In-Sleep Monitoring Through EEG for Sleep Aid and Intervention

生物資訊及系統生物研究所・共同指導：鄒協成

睡眠、深度睡眠、睡眠分期、睡眠延遲、Sleep、deep sleep、sleep classification、sleep onset latency

Development of an EEG-Based Impulsivity Estimation System in Children with ADHD

電控工程研究所

注意力不集中嚴重程度、ADHD、腦電圖、連續性表現測試、功率譜密度、機器學習、impulsivity、EEG、machine learning、spectral analysis、CPT

Development of a Knowledge-Enhanced and Explainable Auxiliary Diagnosis System for ADHD based on Gamified Attention Assessment and EEG

電控工程研究所

注意力不足過動症、腦電圖、注意力持續度表現測驗、刺激間隔時間、多模態輔助評估、機器學習、大型語言模型、檢索增強生成、Attention-Deficit/Hyperactivity Disorder、Electroencephalography、Continuous Performance Test、Inter-Stimulus Interval、Multimodal Clinical Support、Machine Learning、Large Language Model、Retrieval-Augmented Generation

Cross-modal Mapping of Somatosensory Sensitivity Phenotypes Using Resting-state EEG Coherence and fMRI-based Spatial Localization

生物科技學系・共同指導：鄒協成

體感覺敏感度、靜息態腦電波、功能性磁振造影、腦動態變化、Somatosensory sensitivity、Resting-state electroencephalography (EEG)、functional magnetic resonance imaging (fMRI)、coherence、Functional brain networks

Data-driven Inference of Migraine Phases from Resting-state EEG Microstate Features with Decoding of Associated Brain-region

智慧醫電工程研究所

偏頭痛、靜息態腦電圖、微狀態、機器學習、Migraine、resting-state EEG、Microstate、machine learning

A Portable Forehead EEG System for Attention Monitoring with Adaptive Threshold Adjustment

電控工程研究所

可攜式 EEG、前額腦波、端到端驗證、自適應閾值調整、注意力網絡測驗、Wearable EEG、Forehead EEG、Attention Monitoring、Adaptive Threshold Adjustment、Attention Network Test

Characterizing Cortical Activity Changes Associated with Motor Relearning During Gamified Upper Limb Ergometer Training in Stroke Rehabilitation

分子醫學與生物工程研究所・共同指導：鄒協成

腦電圖、中風復健、運動再學習、遊戲化訓練、上肢阻力機、EEG、stroke rehabilitation、Motor relearning、Upper limb ergometer、Gamified training

Power Quality Improvement for Railway System

電控工程研究所・共同指導：無

三相不平衡率 (TPUR)、負相序不平衡率 (NPSUR)、特殊變壓器接線 (STW)、軌道系統傳輸電纜 (RSTC)、主動濾波器 (APF)、three-phase unbalance rate (TPUR)、negative phase sequence unbalance rate (NPSUR)、special transformer wiring (STW)、Railway System Transport Cable (RSTC)、Active Power Filter (APF)

Development of an Automated Diagnostic and Prognostic Prediction System for Neurocritical Patients Through Deep Learning Models Applied to Head Computed Tomography Scans

生醫科學與工程博士學位學程

頭部電腦斷層、電腦輔助診斷、人工智慧、創傷性腦損傷、腦內出血、深度學習、Head computed tomography (CT)、computer-aided diagnosis (CAD)、artificial intelligence (AI)、traumatic brain injury (TBI)、intracerebral hemorrhage (ICH)、deep learning

Studying Neurodynamics of Visual Search During Locomotion Multitasking using Mobile Wireless EEG

生物資訊及系統生物研究所・共同指導：鄒協成

視覺搜索、無線EEG系統、運動移位、多重任務、混合情境、神經動力學、Visual Search、Wireless EEG systems、Locomotion Multitasking、Mixed Scenarios、Neural Dynamics

Development of a Wearable AR-based BCI on a Single Board Computer for Mobile Brain Imaging

生醫工程研究所

無線腦波帽、腦機介面、單板電腦、擴增實境、腦神經造影、Wireless EEG、Brain computer interface、Single board computer、Augmented reality、Mobile brain imaging

Exploring multivariate EEG features associated with visual and auditory attention tests for enhancing assistive school-age ADHD diagnosis

生物科技學系・共同指導：鄒協成

注意力不足過動症、腦電圖、機器學習、同調性連結、ADHD、EEG、machine learning、coherence

Development of Instantaneous Energy based Cutoff Automation Mechanism (CAM) for enhancing Artifact Removal Performance of Adaptive Artifact Subspace Reconstruction

生物資訊及系統生物研究所・共同指導：鄒協成

腦機介面、腦電圖、雜訊子空間重建法、運動雜訊、瞬時能量、Brain Computer Interface (BCI)、Electroencephalogram (EEG)、Artifact Subspace Reconstruction (ASR)、Motion Artifact、Instantaneous Energy (IE)

Development of a Brain-Controlled Knee-Joint Exoskeleton with Multi-Neurophysiological Features Ensemble

生物資訊及系統生物研究所・共同指導：鄒協成

中風偏癱、主動協助活動 動(Active-Assisted Range of Motion、AAROM)、單足膝關節外骨骼、閉迴路腦機介面、運動準備、多神經生理特徵集成、stroke hemiplegia、Active-Assisted Range of Motion (AAROM)、unipedal knee-joint exoskeleton、closed-loop brain-computer interface (BCI)、motor preparation (MP)、Multi-Neurophysiological Features Ensemble

A Novel Brain Topology-map Convolution and Human Cognition-based Multi-Modality Exoskeleton BCI System for Lower-limbs Stroke Rehabilitation

生物科技學系・共同指導：鄒協成

中風復健、腦電圖、腦機介面、外骨骼、大腦認知功能、運動相關皮層電位、空間濾波器、stroke rehabilitation、electroencephalography、brain-computer interface、exoskeleton、human cognition、movement-related cortical potentials、spatial filter

Development of an EEG-based inattentiveness severity estimation system in children with ADHD

生醫工程研究所

注意力不集中嚴重程度、腦電圖、連續性表現測試、功率譜密度、複雜性分析、機器學習、inattentiveness severity、EEG、continuous performance test、power spectral density、complexity analysis、machine learning

A Bipedal Brain-Computer Interface System based on Functional Connectivity Network for Post-Stroke Rehabilitation

跨領域神經科學博士學位學程(台灣聯合大學系統)・共同指導：鄒協成

下肢運動、運動想像、運動準備、運動執行、腦機介面、功能性連結、中風後復健、lower limb、motor imagery、motor preparation、motor execution、brain-computer interface、functional connectivity、post-stroke rehabilitation

Emotion Recognition using Hierarchical Classification of EEG Based on Gender Differences

生物資訊及系統生物研究所

情緒辨識、階層式分類系統、情緒異質性、男女差異、情緒理論、腦電圖、emotion recognition、hierarchical classification system、emotional heterogeneity、gender difference、emotion theory、electroencephalogram

Decoding human somatosensory sensitivity through resting EEG and behavior analysis: a multi-modal fusion system

生物資訊及系統生物研究所

體感覺敏感度、電極間連結性、體感覺皮質網路、前額葉網路、機器學習、腦電圖、Somatosensory sensitivity、Inter-electrode connectivity、Somatosensory cortical network、Frontal network、Machine learning、Electroencephalography

Exploring Neural Dynamic Biomarkers to Facilitate Diagnosis of Attention Deficits Hyperactivity Disorders in Preschool Children

跨領域神經科學博士學位學程(台灣聯合大學系統)

學齡前兒童、專注力缺陷衝動過動症、腦電圖、持續表現測試、認知效能、診斷效度、功能性連結、preschool children、attention deficit hyperactivity disorder (ADHD)、electroencephalography (EEG)、Conners’ Kiddie Continuous Performance Test (K-CPT)、cognitive proficiency、diagnostic validity、functional connectivity

Developing a Wearable Physiological State Monitoring System for Assistive Diagnosis of ADHD

生物資訊及系統生物研究所

腦電圖、乾電極、生理狀態、注意力不足過動症、持續度表現測驗、深度學習、長短期記憶網絡、EEG、dry electrode、physiological state、ADHD、continuous performance test、deep learning、long short-term memory network

Brain Dynamics of Functional Electrical Stimulation on Sensorimotor Activity and Corticomuscular Coherence in Gait Training for Stroke Rehabilitation

生物資訊及系統生物研究所

腦中風、功能性電刺激、垂足、腦電圖、下肢復健、皮質肌肉同調性、Stroke、Functional electrical stimulation (FES)、Spastic foot、Electroencephalogram (EEG)、Lower limb stroke rehabilitation、Corticlmuscular coherence (CMC)

Development of a K-CPT-Based Hierarchy Inference System Utilizing Wireless EEG to Evaluate ADHD Symptoms in Preschoolers

生物科技學系

注意力不足過動症、幼兒版持續性表現測驗、腦電圖、機器學習、症狀異質表現、Attention deficit hyperactivity disorder (ADHD)、Kiddie Continuous Performance Test (K-CPT)、EEG、machine learning、ADHD symptoms

Development of the Flexible Graphene-Silicone Dry Electrode for Real-World BCI

生醫工程研究所

腦波乾式電極、石墨烯、矽膠、腦波、穩態視覺誘發電位、實境腦機介面、EEG Dry electrode、Graphene、Silicone、Electroencephalography(EEG)、Steady State Visually Evoked Potentials (SSVEP)、Real-world Brain-Computer Interface (BCI)

Adaptive Optimization for Enhancing Practical BCI Performance based on Nonparametric Supervised Learning

生醫工程研究所

腦電波、腦機介面、穩態視覺誘發電位、監督式學習、適應性、無參數加權特徵萃取、Electroencephalogram (EEG)、Brain-computer interface (BCI)、Steady-state visually evoked potentials (SSVEP、Supervised learning、Adaptive、Nonparametric weighted feature extraction (NWFE)

Adaptive artifact subspace reconstruction for artifact removal in real-time EEG processing

生醫工程研究所

腦電圖、腦機介面、雜訊子空間重建演算法、赫布學習、穩態視覺誘發電位、EEG、brain-computer interface、Artifact Subspace Reconstruction (ASR)、Anti-Hebbian/Hebbian learning、Static-state visual evoked voltage (SSVEP)

Neural Oscillation of Utilizing Music Rhythm Feedback in Mixed Reality for Assisting Post-Stroke Lower-Limb Rehabilitation

生物資訊及系統生物研究所

腦電信號、中風下肢復健、混合實境、音樂節奏回饋系統、Electroencephalogram (EEG)、Lower Limb Stroke Rehabilitation、Mixed Reality、Music Rhythm Feedback

Longitudinal electrophysiological and psychometric correlates of emotional state and sustained attention ability in graduate students

分子醫學與生物工程研究所

學生、壓力、疲勞、焦慮、憂鬱、睡眠、持續專注力、腦電圖、心電圖、機器學習、students、stress、fatigue、anxiety、depression、sleep、sustained attention、electroencephalography、electrocardiography、machine learning

Investigating the short-term and long-term lipoinjecting surgical outcome for UVFP patients with computerized program and building voice diagnostic biomarkers for dysphonia patients

生物科技學系・共同指導：鄒永恩

單側聲帶麻痹、自體脂肪注射手術、嗓音分析儀、聲音評估參數、Unilateral vocal fold paralysis、autologous injection laryngoplasty、MDVP program、voice parameters

Identification of EEG Dynamics during Freezing of Gait and Voluntary Stopping in Parkinson’s Disease Patients

生醫工程研究所・共同指導：林進燈

帕金森氏症、步態凍結、腦電波訊號、自主停止、腦波動態、Parkinson's disease、Freezing of Gait、EEG signals、Voluntary Stopping、EEG Dynamics

Study of Neural Mechanisms and Classification in Human Inhibition

生物科技學系

腦電圖（EEG）、功能磁共振造影（fMRI）、抑制控制、右下額回（rIFG）、右顳頂交界處（rTPJ）、分層分類模型、EEG、fMRI、Response inhibition、Right inferior frontal gyrus、Right temporoparietal junction (rTPJ)、Hierarchical classification model

Resting and pre-stimulus EEG spectra predict SNR of EEG and BCI performance

生物資訊及系統生物研究所

腦電信號、腦機介面、穩態視覺誘發電位、Electroencephalogram (EEG)、Brain computer interface (BCI)、Steady state visually evoked potentials (SSVEP)

EEG Oscillatory Changes of Parkinson’s Disease Patients using the Co-ordinated Multifocal Burst Stimulation

生物資訊及系統生物研究所

協調性重整神經調控、經顱磁刺激器、巴金森氏症、腦電圖、co-ordinated reset、transcranial magnetic stimulation(TMS)、Parkinson’s disease、EEG

EEG oscillation associated with identification levels in a video game

生物資訊及系統生物研究所

電玩遊戲、開車、角色認同、腦電圖、video game、driving、character identification、EEG

CCA-based Motion Artifact Removal Algorithm for Single-channel Exercise ECG

生醫工程研究所

單通道、心電圖、典型相關性分析、運動狀態、去雜訊、single-channel、ECG、Canonical-Correlation Analysis、exercise state、artifact removal

Phasic Patterns of Resting EEG Spectrum and Assessment of Headache Intensity in Migraine

生醫工程研究所

偏頭痛、頭痛程度評估、腦電圖、小波轉換、Migraine、Headache Intensity Assessment、Electroencephalography (EEG)、Wavelet Transform

Knowledge transfer based SSVEP BCI development for exploration and enhancing sustained usage performance during physiological state changes

生物科技學系

穩態視覺誘發電位、腦機介面、典型關聯性分析、個體樣板典型關聯性分析、俄羅斯方塊遊戲、Brain computer interface (BCI)、Steady State Visually Evoked Potentials (SSVEP)、canonical correlation analysis (CCA)、fatigue

Resting EEG Asymmetry and Oscillations Associated with Academic Stress in the Classroom

生物科技學系

壓力、學業壓力、腦電圖、腦不對稱性、有反應組、無反應組、額葉、stress、academic stress、electroencephalography、Depression Anxiety Stress Scales 21、brain asymmetry、responder group、non-responder group

Integration of Wireless ECG and Skin Temperature Signals for Developing a Clinical Vital Sign Monitoring System

生物科技學系

體表溫度、核心體溫、心電訊號、心電圖推導呼吸、常規性紀錄、Skin temperature、Core body temperature、ECG、EDR、TPR nursing activity

SSVEP-based Brain–computer Interface for the Practical Game Design

生物科技學系

腦電訊號、腦機介面、穩態視覺誘發電位、遊戲設計、electroencephalogram (EEG)、brain computer interface (BCI)、Steady State Visually Evoked Potentials (SSVEP)、Game design

Wireless Forehead EEG and Eye-blink Feature Extraction for Enhancing Alertness in Fatigue Driving

生物科技學系

腦機介面、無線腦波裝置、眨眼特徵、機器學習、疲勞駕駛、Brain computer interface、Wearable and wireless EEG device、Eye-blink、Machine learning、Driver Fatigue

Neural Mechanisms of Inhibitory Response in Battlefield Scenario: a Simultaneous FMRI-EEG Study

生物資訊及系統生物研究所

腦波儀、功能性磁振造影儀、終止抑制實驗、行為抑制控制、前運動補助區、右顳頂交界處、頻譜分析、同步量測、Electroencephalography (EEG)、functional magnetic resonance imaging (FMRI)、stop signal task、inhibitory control、preSMA、rTPJ、power spectrum analysis、Simultaneous recording

Nanodot arrays control of Epithelial- Mesenchymal transition (EMT) expression in MCF-7

生物科技學系・共同指導：陳文亮

乳癌、上皮-間葉轉換、EMT

EEG-Based Learning System for Motion Sickness Level Estimation in a Dynamic Vehicle Environment

資訊科學與工程研究所・共同指導：林進燈

動暈、腦電波、預測、獨立成分分析、基因演算法、機器學習系統、motion sickness、EEG、estimation、ICA、GA、learning system

Enhancement of Hybrid BCI Using Two Central EEG Channels via Motor Imagery and SSVEP

生物資訊及系統生物研究所

腦電波、複合型腦機介面、移動想像、穩態視覺誘發電位、共同頻域模式、electroencephalogram (EEG)、hybrid brain computer interface (BCI)、Motor Imagery (MI)、Steady State Visually Evoked Potentials (SSVEP)、Common Frequency Pattern (CFP)

Fragment Delivering Aroma Stimulus during Whole Night Sleep Can Effectively Enhance Sleep Quality

生物資訊及系統生物研究所

睡眠品質、芳香精油、薰衣草、腦電波、α頻帶、δ頻帶、Sleep quality、Aroma essential oil、Lavender、EEG、Delta power、alpha power

Brain Oscillations and Hemodynamics of Simultaneous EEG/fNIRS Recording in Exploring Attention Network Task

生物資訊及系統生物研究所

腦電波、近紅外光光譜儀、警覺、執行控制、大腦頻譜、血流動力學、專注力網路試驗、EEG、Functional Near-Infrared Spectroscopy (fNIRS)、Alerting、Executive Control、Brain Oscillations、Hemodynamics、Attention Network Test (ANT)