林進燈

Using Convolutional Neuro-Fuzzy Network for Bearing Fault Diagnosis and Parameters Selection Optimization of Machining

電控工程研究所・共同指導：楊谷洋

卷積神經模糊網路、基於類別激發映射之卷積神經模糊網路、智慧軸承診斷系統、軸承故障診斷、智慧超音波輔助研磨系統、粒子群最佳化、convolutional neuro-fuzzy network、Grad-CAM–based convolutional neuro-fuzzy network、smart bearing diagnosis system、bearing fault diagnosis、intelligent ultrasonic-assisted grinding system、particle swarm optimization

Text Representation Learning Network Model

電控工程研究所・共同指導：楊谷洋

文本處理、文本表示學習、視覺化、聚類、互訊息、text processing、text representation learning、visualization、clustering、mutual information

Fuzzy Reinforcement Learning for Human Trust Modelling in Human-Autonomy Teaming

影像與生醫光電研究所

人機自治、信任模型、強化學習、融合機制、模糊系統、自適應融合、實時信任、human-machine autonomy、trust model、reinforcement learning、fuzzy system、fusion mechanism、adaptive fusion、real-time trust

EEG and Behavioral Changes with different Reference Frame Proclivity during an Active Spatial Navigation

電控工程研究所・共同指導：楊谷洋

腦電波、空間導航、自我中心、他物中心、自適應獨立成分分析、theta波能量、alpha波能量、beta波能量、事件相關頻譜振盪、EEG、spatial navigation、egocentric、allocentric、AMICA、theta band、alpha band、beta band、ERSP

Drowsy Driving Prediction Using EEG Image

電控工程研究所・共同指導：楊谷洋

腦波圖、瞌睡駕駛、特徵擷取、深度卷積網路、Electroencephalography、driving fatigue、Feature extraction、Convolutional Neural Network

Incidence of retinal vein occlusion with long-term exposure to ambient air pollution

電控工程研究所・共同指導：林源倍

碳氫化合物、視網膜血管阻塞、空氣污染、世代研究、Ambient air pollution、Retinal vein occlusion、Air pollution、Cohort study

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：柯立偉

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

How Physical Fatigue Affects Human Using Autonomy

電控工程研究所・共同指導：陳鴻祺

腦電波、認知、身體疲勞、自動化的使用、Electroencephalography、Cognition、Physical fatigue、Autonomy using

How physical fatigue affects human using autonomous driving vehicle in brain

光電系統研究所

腦電波、認知作業、自駕車、身體疲勞、Electroencephalography、Driving performance、Autonomy using、Physical fatigue

Multi-stream 3D Convolutional Neural Network with Parameter Sharing

電控工程研究所・共同指導：林源倍

深度學習、卷積神經網路、三維卷積、參數共享、動作辨識、腦電波訊號分析、駕駛行為表現、睡眠階段、deep learning、convolutional neural network、3D convolution、parameter sharing、EEG signals analysis、driving performance、sleep stage

Chronic Pain Severity Prediction using Sleep Heart Rate Variability

影像與生醫光電研究所

睡眠心率變異、慢性疼痛、不平衡資料、SMOTE、Sleep heart rate variability、chronic pain、imbalance data

A Study of Video-Based Home Security and Safety System

資訊科學與工程研究所・共同指導：林文杰

人臉辨識、行人偵測、動作辨識、安全監控、智慧家庭、Face Recognition、Pedestrian Detection、Action Recognition、Security Monitoring、Smart Home

Chronic Pain Recognition with multiple sources data fusion

光電系統研究所

慢性疼痛、多源信息、機器學習、腦電波、心律變異分析、定量感覺測試、可體松、整合學習、chronic pain、multi-sources、machine learning、electroencephalography、heart-rate variability、quantitative sensory testing、cortisol、ensemble learning

Brain Connectivity Changes during Bimanual and Rotated Motor Imagery

生醫工程研究所・共同指導：林顯豐

腦波、雙手協調、腦機介面、大腦連結網路、Electroencephalography、bimanual coordination、brain-computer interface、brain connectivity network

Investigating brain activities and Neural Co-Modulations in motion sickness among passengers and drivers

電控工程研究所・共同指導：陳鴻祺

腦電波、暈車、獨立成分分析、神經調節子、EEG、motion sickness、ICA、independent modulator

Multiple Bio-Signals Recording Integrated System based on Arduino and Modular Design

影像與生醫光電研究所

腦電圖、心電圖、血氧、Arduino、整合系統、EEG、ECG、SpO2、Integrated System

Identifying changes in EEG information transfer induced by arousing feedback during drowsy driving

生醫工程研究所・共同指導：林顯豐

腦波、疲勞駕駛、聲音警示、行車安全、大腦連結強度、轉移熵、Fatigue、electroencephalography、biofeedback、brain connectivity、Transfer entropy

Convolutional Neural Network and Long Short Term Memory Attention Model with Text and Numerical Information on Stock Prediction

電控工程研究所・共同指導：楊谷洋

深度學習、文本處理、序列對序列模型、長短期記憶網路、卷積神經網路、注意力模型、股市預測、金融應用、deep learning、text processing、sequence to sequence model、long short term memory、convolutional neural network、attention model、stock prediction、financial application

Adaptive Trust Model for Agent Teaming Based on Reinforcement-Learning-Based Fusion

電控工程研究所・共同指導：林源倍

人機自治、信任模型、强化學習、自適應融合、實時信任、human-machine autonomy、trust model、reinforcement learning、adaptive fusion、real-time trust

Detecting Human Brain State Drift Based on Stationary Subspace Analysis

電控工程研究所・共同指導：張志永

大腦狀態變換、行為表現、腦電波、穩態子空間分析、睡眠階段、brain state drift、driving performance、electroencephalography、stationary subspace analysis、sleep stage

Measuring Cognitive Conflict in Virtual Reality with Feedback-Related Negativity

照明與能源光電研究所

虛擬實境、腦電波訊號、認知衝突、回饋關聯負波、virtual reality、EEG、cognitive conflict、FRN

An EEG-Based Driving Performance Prediction System using 3D/4D Convolutional Neural Network

影像與生醫光電研究所

腦電波、深度學習、EEG、deep learning

On-line Multi-class Learning with Adaptive Feature Pool

電控工程研究所

多類別物件偵測、線上學習、特徵選取、Multi-class object detection、on-line learning、feature selection

EEG Information Transfer Changes on Fatigue Drivers

電控工程研究所・共同指導：張志永

疲勞、駕駛、腦電波、行為表現、大腦連結性、轉置熵、fatigue、driving、electroencephalography、task performance、brain connectivity、transfer entropy

Design and Verification of Wearable Wireless 8 channels Impedance Detection EEG Acquisition System

影像與生醫光電研究所

腦機介面、腦電圖、阻抗值、乾電極、BCI、EEG、Impedance、Dry sensor

Part Model with Active Learning and Fusion for Multiview Vehicle Detection

電控工程研究所・共同指導：陳鴻祺

車輛偵測、主動學習、部位模型、vehicle detection、active learning、part model

Design and Motion Control of Low-Power Signal-Joint Small Bionic Robot

電機學院電機與控制學程

單關節驅動、小型仿生機器人、Signal-Joint、Small Bionic Robot

Brain Computer-Interface System: from Signal Measurement Circuit System Design to Computational Intelligence Method and its Application

電控工程研究所・共同指導：陳鴻祺

腦機系統、腦電圖、模糊類神經網路、信息融合、眼電圖、brain-computer interfaces、electroencephalography、fuzzy neural networks、information fusion、electrooculography

Developing a Migraine Attack Prediction System using Resting-state EEG

電控工程研究所・共同指導：陳鴻祺

靜息狀態、腦波、偏頭痛、預測、Resting-state、EEG、Migraine、Prediction

Data Stream Mining Technology for ECG Signals of Chronic Pain: Real-Time Tracking and Clinical Correlation

電機資訊國際學程

心率變異性、慢性疼痛、實時流式傳輸和分析、Heart Rate Variability (HRV)、Chronic Pain、Real-time Streaming and Analyzing

Wide and Deep Neural Network for Image Recognition

電控工程研究所

影像辨識、深度學習、組內變異性、感受域、卷積類神經網路、適應子空間自組織映射圖、image classification、deep learning、intra-class variability、receptive field、convolutional neural network、adaptive subspace self-organization map

On-line Learning with Adaptive Model

電控工程研究所・共同指導：張志永

物件偵測、線上學習、特徵選取、object detection、on-line learning、feature selection

Online Reinforcement Learning with P-N Expert

電控工程研究所・共同指導：張志永

線上學習、增強式學習、正負樣本專家、Online Learning、Boosting、P-N Expert、Object detection

Dynamically Weighted Ensemble-based Prediction System for Adaptively Modeling Driver Reaction Time

電控工程研究所・共同指導：張志永

疲勞駕駛、行為失誤、腦電波、Drowsy driving、behavioral lapses、electroencephalography

Weighted Fuzzy Dempster-Shafer Framework for Multi-Modal Information Integration

電控工程研究所

可調控式模糊證據理論架構、資料融合、證據理論、基礎機率分配、模糊證據推論、Weighted Fuzzy Dempster-Shafer Framework (WFDSF)、Data Fusion、Evidence Theory、Basic Probability Assignment (BPA)、Fuzzy Evidential Reasoning

A Wireless SSVEP-based BCI Eating Assistive System

影像與生醫光電研究所

腦機介面、醫療照護、穩態視覺誘發電位、Brain computer interface、healthcare、SSVEP

Flexible Silicon-based Dry EEG Sensors Development and Application

電控工程研究所

乾式腦電圖（EEG）傳感器、銀玻璃、矽膠、嵌入金屬線、Non-skin irritation、silicon-based dry sensors、electroencephalography、brain-computer interface

EEG Dynamics using Independent Modulator Analysis

電控工程研究所・共同指導：楊谷洋

腦電波、獨立成分分析、神經調控機制、暈車、打瞌睡、EEG、ICA、co-modulation、motion sickness、drowsiness

Interference Effects of Modality and Workload on Attentional Driving

生醫工程研究所

腦電波、刺激形式、分心、前額葉-枕葉網絡、專注力、干擾、工作負荷量、EEG、modality、distraction、frontal-occipital network、attention、interference、workload

A Collaborative Fuzzy Rule Transfer Mechanism for Neural Fuzzy Inference Systems

資訊科學與工程研究所

Preprocessed Collaborative Fuzzy Clustering、Fuzzy Rule Transfer、Neural Network、Fuzzy C-Means、Big Data、Privacy and Security、Self-constructive Neural Fuzzy Inference Network

Human EEG Dynamics with the use of Egocentric and Allocentric Reference Frames during Virtual Spaital Navigation

資訊科學與工程研究所

自我中心、他物中心、腦波、獨立成份分析、格蘭傑因果分析、壓部後皮質、allocentric、egocentric、spatial reference frame、electroencephalograph (EEG)、independent component analysis (ICA)、short-time directed transfer function (sdDTF)、retrosplenial complex (RSC)

Assessing brain effective connectivity from tonic and phasic EEG dynamics

電控工程研究所

有效性連結、格蘭傑因果分析、轉置熵、事件相關轉置熵、腦和行為關係、Effective connectivity、Granger causality、transfer entropy、event-related transfer entropy、brain-behavior relation

Voice Navigation Effect on Real-World Lane Change Driving

影像與生醫光電研究所

車輛導航裝置、腦波、聲音導航、實車研究、車道變換、In-Car Navigation、EEG、Real-World Driving、Lane Change

On-line Reinforcement Learning-Detection System

光電系統研究所・共同指導：林建中

線上學習、偵測、增強、On-line Learning、Detection、Reinforcement

Face Recognition with Robust Facial Alignment

電控工程研究所

人臉辨識、人臉校正、五官定位、頭部姿勢評估、稀疏表示分類器、頭部姿勢變化、Face Recognition、Face Alignment、Facial Feature Localization、Head Pose Estimation、Sparse Representation Classification、Pose Variation

Pedestrian Detection using Part-based Deep Haar Boosting Network

電控工程研究所・共同指導：楊谷洋

行人偵測、自適應增強演算法、部位偵測模型、Pedestrian detection、Adaptive boosting、Deformable part model

EEG Correlates of Attentional Interferences during Dual-Task Driving

資訊科學與工程研究所

腦電波、雙重任務、分心、目標物時距、專注力、干擾、獨立成份分析、機器學習、EEG、dual task、distraction、SOA、focus of attention、interference、ICA、machine learning

Face Recognition based on Deep Sparse Representation Classification

電控工程研究所

深度學習、卷積神經網絡、稀疏表示分類、Deep Learning、Convolutional Neural Network、Sparse Representation Classification

Kernel-based Adaptive Subspace Self-organizing Map for Skewed Class Distribution Problem

電控工程研究所

不對稱類別分佈處理、過度取樣、核化方法、適應子空間自組織映射圖、skewed class distribution problem、imbalance learning、oversampling algorithm、kernel method、adaptive subspace self-organizing map (ASSOM)

Analysis of EEG and behavioral changes induced by arousing feedback and its application for drowsy driving

電控工程研究所

腦波、疲勞、聲音警示、打瞌睡、行車安全、獨立成分分析法、Electroencephalography (EEG)、Fatigue、Auditory feedback、Drowsiness、Brain dynamics、Driving safety、Independent Component Analysis (ICA)

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：柯立偉

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

A Longitudinal Study of the Effect of Fatigue on Brain-Behavior Relationships in Driving

生醫工程研究所

瞌睡駕駛、疲勞、行為表現、腦電波、縱貫性研究、多層次線性分析、Drowsy driving、Fatigue、Task performance、Electroencephalography、Longitudinal study、Hierarchical linear modeling

Design and Verification of Wearable Wireless Wi-Fi Transmission 64 channels High Resolution EEG Acquisition System

電控工程研究所・共同指導：楊谷洋

腦機介面、腦電圖系統、多通道、Wi-Fi傳輸、系統驗證、BCI、EEG system、Multi-channel、Wi-Fi、System Verification

Multi-Column Deep Learning Network Compression Using Dark Knowledge Technique

電機工程學系

深度學習網路、Machine Learning、Dark Knowledge、Deep Learning

Adaptive On-line Boosting Detector with Conservative Verification

電控工程研究所

車輛偵測、增益式演算法、Vehicle detection、AdaBoost、On-line boosting

Design and Verification of Novel Wearable Ultra-Low Power Wireless Micro EEG Acquisition System

生醫工程研究所

腦機介面、腦電圖系統、低功耗、低功耗藍芽、系統驗證、BCI、EEG system、low power consumption、BLE、system verification

Robust Real-Time Multi-Class Detector based on JointBoost

電控工程研究所

多類別、multi-class、JointBoost

To investigate the curative effect of Ketamine for depression by using brain-computer interface

資訊學院資訊學程・共同指導：邵家健

腦電波、憂鬱症、K他命、大腦側化、壓力、θ波能量、α波能量、β波能量、EEG、depression、Ketamine、brain asymmetry、pressure、θ band、α band、β band

Effect of time pressure on inhibitory brain control for emergency driving

影像與生醫光電研究所・共同指導：陳國平

時間壓力、腦電波、抑制機制、駕駛、事件相關頻譜擾動、Time pressure、EEG、Inhibition、Driving、ERSP

Hemoglobin and EEG correlates of fatigue during driving

電控工程研究所

腦電波、功能性近紅外線光譜儀、疲勞駕駛、事件相關頻譜擾動、EEG、fNIRS、Fatigue Driving、ERSP

EEG correlates of kinesthetic feedback in a sustained-attention driving task

電控工程研究所

體感動覺回饋、腦電圖、事件相關頻譜擾動、葛蘭杰因果分析、獨立成分分析、多重辨識器系統、kinesthetic motion feedback、EEG、event-related spectral perturbation、Granger causality analysis、independent component analysis、multiple classifier system

On high-throughput EEG signal analysis

電機資訊國際學程

高性能計算、最优化、獨立成分分析(ICA)、腦電波之訊號處理、High-Performance Computing、Unconstrained Optimization、Independent Component Analysis (ICA)、EEG Signal Analysis

Smoke Detection System Based on Temporal Spatial and Spatio-Temporal Analysis

影像與生醫光電研究所・共同指導：陳國平

煙霧偵測、時域、空域、支持向量機、Smoke Detection、Temporal、Spatial、Support Vector Machines

A System for Detecting Migraine Attacks based on Steady-State Visual Evoked Potential

電控工程研究所

偏頭痛、穩態視覺誘發電位、機器學習、腦電波、靜息狀態腦波、習慣化、Migraine、Steady-state Visual Evoked Potential (SSVEP)、Machine Learning、Electroencephalography (EEG)、Resting、Habituation

Brain Dynamics of Spatial Navigation: EEG Analysis on Re-Orientation Effect

生醫工程研究所・共同指導：邵家健

腦電波、空間巡航、繞路、獨立成分分析、事件相關頻譜擾動、自我中心、他物中心、EEG、Spatial navigation、Detour、ICA、ERSP、Egocentric、Allocentric

Real-Time and Automatic Artifact Removal for EEG Signals Based on Blind Source Separation-Canonical Correlation Analysis

生醫工程研究所・共同指導：邵家健

腦電波、雜訊、盲訊號分離、典型相關分析、支持向量機、Electroencephalogram、Artifact、Blind source separation、Canonical correlation analysis、Support vector machine

Detection and Tracking of Multi-angle, Partially Occluded Vehicles by Boosting-based Part Detectors

電控工程研究所

車輛偵測、車輛追蹤、vehicle detection、vehicle tracking

An Advanced EOG-based Eye Movement Classification and Its Application on HCI Baseball Game

影像與生醫光電研究所

人機互動介面、眼電位法、眼動偵測、斜向眼球運動、漸凍人、Human-Computer Interface (HCI)、Electrooculography (EOG)、Oblique Eye-movements、Eye-movement Detection、Amyotrophic Lateral Sclerosis (ALS)

Automatic Multi-View Action Recognition with Robust Features

電控工程研究所

動作辨識、ACTION、RECOGNITION

Single Camera based Obstacle Detection Using Inverse Perspective Mapping and Radial Scan

生醫工程研究所

障礙物偵測、徑向掃描、Obstacle detection、Radial Scan

Design and Verify a Dry-Sensor Based Multi-Channel Digital Active Circuit for EEG Signal Acquisition System

電控工程研究所

腦機介面、腦電圖、乾電極、Alpha 波、事件誘發電位、BCI、EEG、Dry sensor、Aplha wave、ERP

A novel classification method for motor imagery based on wireless brain-computer interface

影像與生醫光電研究所

腦波、腦機介面、運動想像、共空間基底濾波法、線性鑑別分析、EEG、BCI、MI、CSP、LDA

A Flexible Cell-based FPGA Architecture for AdaBoost Algorithm

影像與生醫光電研究所

物體偵測、AdaBoost、平行處理架構、FPGA系統設計、object detection、parallel architecture、FPGA system、Xilinx zynq

Lane Detection Using Robust Lane Marking Candidates Selection in Challenging Scenarios

影像與生醫光電研究所

行車輔助系統、俯視影像、惡劣環境、車道線追蹤、AdaBoost分類器、Driver Assistance Systems、Top view image、Challenging scenarios、Lane tracking、AdaBoost classifier

Brain Dynamics of Inhibition Process In Emergency Driving

電控工程研究所

腦電波、抑制、駕駛、獨立成分分析、事件相關頻譜擾動、θ頻帶、δ頻帶、β頻帶、EEG、Inhibition、Driving、ICA、ERSP、Theta power、Delta power、Beta power

Online Self-adjusting Feature Map Network and its Applications

電控工程研究所

類神經網路、非監督式學習、自我組織、線上學習、自我調節機制、Neural network、Unsupervised learning、self-organizing、online learning、self-adjusting mechanism

Weighted resampling particle filter for human tracking on an active camera

多媒體工程研究所

人形追蹤、粒子濾波器、色彩分佈、PID控制器、編碼比對、主動式攝影機、Human tracking、Particle filter、Color distribution、PID controller、Codebook matching、Active camera

Face Recognition System based on Active Appearance Model and Elastic Bunch Graph Matching

電機學院電機與控制學程

人臉辨識、人臉識別、人臉偵測、彈性束圖匹配、主動外觀模型、主成分分析、face recognition、face identification、face verification、EBGM、AAM、PCA

Group-Based Differential Evolution Algorithm and Its Application to Fuzzy System Optimization

電控工程研究所・共同指導：張志永

差分演化、模糊系統設計、凝聚分群演算法、共生學習理論、最佳化、預測、differential evolution、Fuzzy system design、agglomerative clustering algorithm、symbiotic learning method、Optimization、prediction

Image Content Based Energy-Saving Architecture for Dynamic Backlight Power Adjustment of LCD Display

電機學院電機與控制學程

影像內容偵測、影像內容補償、動態背光電源調整、Image Content detection、Image compensation、Dynamic Backlight Power Adjustment

Design and Verification of a 16-Channel Active Circuit System for EEG Signal Acquisition with Spring-loaded Dry Sensors

電控工程研究所・共同指導：楊谷洋

腦電位圖、乾電極、主動式電路、穩態視覺刺激誘發電位、事件刺激誘發電位、EEG、Dry Sensor、Active circuit、SSVEP、ERP

Migraine State Classification Based on Habituation Analysis using Steady State Visual Evoked Potential Examination

電控工程研究所

腦波、偏頭痛、穩態視覺誘發電位、分類器、移動式、EEG、Migraine、SSVEP、Classifier、Mobile

Design and Verification of Novel Mobile and Wearable Wireless Brain-Computer Interface System

電控工程研究所

腦電圖、腦機介面、濕式感測電極、無線和可穿戴式多通道腦電BCI系統、彈簧乾式感測電極、可調式軟帽、加速度計、陀螺儀、可移動式腦成像系統、空間認知導航系統、Electroencephalography (EEG)、Brain-computer interface (BCI)、Dry sensor、Wireless data acquisition device、Size-adjustable soft cap、Accelerometer、Gyroscope、Mobile brain imaging、Spatial cognitive

Design of eye movement detection system based on electrooculography signals and their human-computer interaction applications

影像與生醫光電研究所

人機互動介面、眼電位法、眼動偵測、掃視、凝視、眨眼、Human-Computer Interface、Electrooculography、Eye Movement Detection、Fixation、Saccad、Blink

Design and Validation of a Wireless Near-Infrared System for Oxygen Saturation Measurement

光電系統研究所

血氧飽和度、生理監測、穿透式探頭、無線血氧飽和度監測系統、反射式探頭、近紅外光光譜、光體積描計、正常呼吸實驗、閉氣實驗、oxygen saturation、physiological monitoring、transmission probe、wireless oxygen saturation monitoring system、reflectance probe、Near-infrared spectroscopy (NIRS)、Photoplethysmography (PPG)、normal breathing task、breath holding task

Road Objects Classification with Camera Calibration and Adaboost-based Vehicle Detector

電控工程研究所

車輛檢測、分類、校正、vehicle detection、classification、calibration

Study of Effective Connectivity in Human Brain Network under Drivers’ Different Arousal Levels

生醫工程研究所・共同指導：邵家健

腦電波、開車打瞌睡、專注力、有效連結、Granger 因果關係、獨立成分分析、EEG、Drowsy driving、Attention、Effective connectivity、Granger causality、Independent component analysis

The Influence of Acute Stress on Brain Dynamics for Task Switching

生醫工程研究所

腦電波、作業轉換、執行功能、工作記憶、注意力、急性壓力、EEG、Task switching、Executive function、Working memory、Attention、Acute stress

Neural Fuzzy System Embedded with Particle Swarm Optimizer and Its Applications

電控工程研究所

類神經模糊系統、粒子群演算法、免疫演算法、細菌覓食演算法、突變操作元、Neural Fuzzy System、Particle Swarm Optimization、Immune Algorithm、Bacterial Foraging Optimization、Mutation Operator

Smoke Detection Based on Video Technology

電控工程研究所

煙霧偵測、影像技術、影像式煙霧偵測、時空分析、Smoke detection、Video technology、Vidoe based smoke detection、VSD、Spatial-temporal analysis

High-Frequency Steady-State Visual Evoked Potentials from the Foveal and Extrafoveal Regions of Human Retina

生醫工程研究所・共同指導：邵家健

腦機介面、肌電訊號、視覺刺激、穩態視覺刺激、高頻率穩態視覺刺激、中央窩、中央窩外圍、雜訊比、Brain-computer interface (BCI)、Electroencephalogram (EEG)、Visual evoked potential (VEP)、Steady-state visual evoked potential (SSVEP)、fovea、extrafoveal、Signal-to-noise ratio (SNR)

Physiological Correlates of Haptic Feedback in a Visuomotor Tracking Task

電控工程研究所

觸覺回饋輔助、腦電波、事件相關頻譜擾動、事件相關電聚合現象、因果關係、haptic feedback、electroencephalograph (EEG)、event-related spectral perturbation (ERSP)、event-related coherence (ERCOH)、granger causality (GC)

Development of Generalized EEG-based Drowsiness Prediction System

電控工程研究所

腦波、模糊控制、類神經網路、瞌睡、通用化、預測、EEG、Fuzzy、Neural Network、Drowsiness、Generalized、Prediction

Learning behavior and retrieving EEG activity of wayfinding in virtual environment with global or local landmarks

電控工程研究所

腦電波、巡行、尋路、地標、EEG、navigation、wayfinding、landmark

A Clustering Algorithm Based on Fuzzy-Type Linear Discriminant Analysis and Spatial-Contextual Support Vector Machines

電控工程研究所

模糊分群、模糊線性特徵分群法、模糊分散矩陣、空間資訊、支撐向量機、半監督式分類器、fuzzy-based clustering、fuzzy linear discriminant clustering、fuzzy-based scatter matrices、spatial information、support vector machine、semi-supervised classifier

A New Design of Multi-channels Mobile and Wireless EEG System

電控工程研究所

腦電位系統、腦電位、行動與無線腦電位擷取電路、多通道、乾電極、系統驗證、P300、Oddball實驗、EEG system、electroencephalogram、mobile and wireless EEG acquisition circuit、multi-channels、dry sensor、system verification、oddball task

Traffic-Flow Detection System with Roadside Low-Angle Camera

電控工程研究所

車流量、車輛偵測、車輛遮蔽、Traffic-flow、Vehicle detection、Vehicle occlusion

Vehicle surrounding monitoring using weighted feature point matching

電控工程研究所

車輛環景影像、障礙物偵測、Vehicle surroundimg image、Obstalce detection

An Intelligent Surveillance System Based on Advanced Digital Development Platform

電控工程研究所・共同指導：楊谷洋

嵌入式、embedded、DM368、DaVinci

Functional Brain Imaging of Small Animals Using Photoacoustic Microscopy

電控工程研究所・共同指導：張志永

光聲顯微術、血液動力學反應、前肢電刺激、腦血容積、血氧濃度、血液總含氧濃度、腦神經血管耦合、Photoacoustic microscopy、Hemodynamic response、Forepaw electrical stimulation、Cerebral blood volume、Hemoglobin oxygen saturation、Total hemoglobin concentration、Cerebral neurovascular coupling

Pedestrian Detection Based on Haar and HoG features

電控工程研究所

行人偵測、Haar、HoG、pedestrian detection、gpu