Faculty

Institution

Unit

Venue

Jihye Bae

Assistant Professor

University of Kentucky

Affiliations

Stanley and Karen Pigman College of Engineering

Electrical & Computer Engineering

Jihye Bae is currently serving as an Electrical & Computer Engineering Assistant Professor at University of Kentucky.

Honors

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Experiences

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Education

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Jihye Bae

University of Kentucky

Assistant Professor

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neuroscience reinforcement learning cognitive neuroscience neurology machine learning computational neuroscience computer science epilepsy neuroimaging electrophysiology visualization kernel methods eeg signal processing biomedical engineering vascular biology computational intelligence human-computer interaction neuropsychological rehabilitation machine vision addiction biology computational imaging neurovascular diseases scientific visualization brain imaging neurological disorders cellular neurobiology brain science large language models human-in-the-loop real-time technique braincomputer interface human pose estimation vision recognition pilot experiment vision research alcohol dependence kernel temporal difference chronic focal epilepsy brain source imaging preclinical rat models focal epilepsy high-resolution eeg recordings neural decoding kernel temporal differences neural data information-theoretic metric learning optimal electrode configurations irritative zones histological characterization preclinical rat model focal cortical dysplasia gravity compensation neuroinformatics signal processing cognitive electrophysiology human brain neural engineering neurorehabilitation rehabilitation

Notable Scholarly Works

Notable Federal Grants

Collaborators

Computer Vision for Kinematic Metrics of the Drinking Task in a Pilot Study of Neurotypical Participants. Scientific Reports (2024)

Justin HuberStacey SloneJihye Bae

physical activityneuropsychological rehabilitationpilot studymachine visionalcohol (drug)neurotypical participantsdrinking taskbiometricskinematic metricshuman pose estimationvision recognitioncomputer visionpilot experimentvision researchkinesiologyimage analysisbehavioral sciencesrehabilitationalcohol dependenceaddiction biologycomputational imaging

Transforming Alzheimer’s Digital Caregiving Through Large Language Models. Current Alzheimer Research (2024)

Sujin KimDong Y. HanJihye Bae

digital caregivingalzheimer's diseaselarge language models

Equipment Setup and Artifact Removal for Simultaneous Electroencephalogram and Functional Magnetic Resonance Imaging for Clinical Review in Epilepsy. Journal of Visualized Experiments (2023)

Jihye BaeJordan L. ClayBhoj Raj ThapaDavid PowellHeidi TurpinSaghi Tasori PartoviRachel Ward-MitchellBalu KrishnanAndreas KoupparisMeriem Bensalem OwenFlavius D. Raslau

neurologyartifact removalmedical imagingneuroscienceepilepsyneuroimagingequipment setup

Metric Learning in Freewill Eeg Pre-Movement and Movement Intention Classification for Brain Machine Interfaces. Frontiers in Human Neuroscience (2022)

William PlucknettLuis G. Sanchez GiraldoJihye Bae

metric learningbrain machine interfacesfreewill eeg pre-movementcognitive neuroscienceneuroscienceeeg signal processingmovement intention classificationcomputational neurosciencemachine learning

Validation of a Non-Invasive, Real-Time, Human-In-The-Loop Model of Intracortical Brain-Computer Interfaces. Journal of Neural Engineering (2022)

Peeyush AwasthiTzu-Hsiang LinJihye BaeLee E MillerZachary C Danziger

human-in-the-loopreal-time techniquehuman-in-the-loop modelintracortical brain-computer interfacesneuroscienceneural engineering

On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators. Robotics (2021)

Jonathan FugalJihye BaeHasan A. Poonawala

gravity compensationmechanical engineeringgoal-reaching tasksreinforcement learningrobotic manipulatorsrobotics

Histological Characterization of the Irritative Zones in Focal Cortical Dysplasia Using a Preclinical Rat Model. Frontiers in Cellular Neuroscience (2018)

Abhay DeshmukhJared LeichnerJihye BaeYinchen SongPedro A. Valdés-HernándezWei-Chiang LinJorge J. Riera

neurologyirritative zonessystems neuroscienceneurological disorderscellular neurobiologycognitive neuroscienceneurosciencebehavioral neurosciencehistological characterizationbrain sciencepreclinical rat modelfocal cortical dysplasiabehavioral sciences

Validating Non-Invasive Eeg Source Imaging Using Optimal Electrode Configurations on a Representative Rat Head Model. Brain Topography (2016)

Pedro A. Valdés-HernándezJihye BaeYinchen SongAkira SumiyoshiEduardo Aubert-VázquezJorge J. Riera

brain imagingcognitive neuroscienceneuroscienceoptimal electrode configurationsneuroimaging

Brain Source Imaging in Preclinical Rat Models of Focal Epilepsy Using High-Resolution Eeg Recordings. Journal of Visualized Experiments (2015)

Jihye BaeAbhay DeshmukhYinchen SongJorge Riera

neurologybrain source imagingelectrophysiologyneuroscienceeeg signal processingpreclinical rat modelsepilepsyfocal epilepsyhigh-resolution eeg recordingsneuroimagingscientific visualization

Dysfunction of Neurovascular/Metabolic Coupling in Chronic Focal Epilepsy. IEEE Transactions on Biomedical Engineering (2015)

Yinchen SongRafael A. TorresSarahy GarciaYisel FrometaJihye BaeAbhay DeshmukhWei-Chiang LinYing ZhengJorge J. Riera

neurologyvascular biologychronic focal epilepsyelectrophysiologyneurosciencebiomedical engineeringepilepsyneurovascular diseases

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Jihye Bae

Assistant Professor

University of Kentucky

Affiliations

Stanley and Karen Pigman College of Engineering

Electrical & Computer Engineering

Jihye Bae is currently serving as an Electrical & Computer Engineering Assistant Professor at University of Kentucky.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Jihye Bae

University of Kentucky

Assistant Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Computer Vision for Kinematic Metrics of the Drinking Task in a Pilot Study of Neurotypical Participants. Scientific Reports (2024)

Justin HuberStacey SloneJihye Bae

Transforming Alzheimer’s Digital Caregiving Through Large Language Models. Current Alzheimer Research (2024)

Sujin KimDong Y. HanJihye Bae

digital caregivingalzheimer's diseaselarge language models

Equipment Setup and Artifact Removal for Simultaneous Electroencephalogram and Functional Magnetic Resonance Imaging for Clinical Review in Epilepsy. Journal of Visualized Experiments (2023)

Jihye BaeJordan L. ClayBhoj Raj ThapaDavid PowellHeidi TurpinSaghi Tasori PartoviRachel Ward-MitchellBalu KrishnanAndreas KoupparisMeriem Bensalem OwenFlavius D. Raslau

neurologyartifact removalmedical imagingneuroscienceepilepsyneuroimagingequipment setup

Metric Learning in Freewill Eeg Pre-Movement and Movement Intention Classification for Brain Machine Interfaces. Frontiers in Human Neuroscience (2022)

William PlucknettLuis G. Sanchez GiraldoJihye Bae

metric learningbrain machine interfacesfreewill eeg pre-movementcognitive neuroscienceneuroscienceeeg signal processingmovement intention classificationcomputational neurosciencemachine learning

Validation of a Non-Invasive, Real-Time, Human-In-The-Loop Model of Intracortical Brain-Computer Interfaces. Journal of Neural Engineering (2022)

Peeyush AwasthiTzu-Hsiang LinJihye BaeLee E MillerZachary C Danziger

human-in-the-loopreal-time techniquehuman-in-the-loop modelintracortical brain-computer interfacesneuroscienceneural engineering

On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators. Robotics (2021)

Jonathan FugalJihye BaeHasan A. Poonawala

gravity compensationmechanical engineeringgoal-reaching tasksreinforcement learningrobotic manipulatorsrobotics

Histological Characterization of the Irritative Zones in Focal Cortical Dysplasia Using a Preclinical Rat Model. Frontiers in Cellular Neuroscience (2018)

Abhay DeshmukhJared LeichnerJihye BaeYinchen SongPedro A. Valdés-HernándezWei-Chiang LinJorge J. Riera

Validating Non-Invasive Eeg Source Imaging Using Optimal Electrode Configurations on a Representative Rat Head Model. Brain Topography (2016)

Pedro A. Valdés-HernándezJihye BaeYinchen SongAkira SumiyoshiEduardo Aubert-VázquezJorge J. Riera

brain imagingcognitive neuroscienceneuroscienceoptimal electrode configurationsneuroimaging

Brain Source Imaging in Preclinical Rat Models of Focal Epilepsy Using High-Resolution Eeg Recordings. Journal of Visualized Experiments (2015)

Jihye BaeAbhay DeshmukhYinchen SongJorge Riera

neurologybrain source imagingelectrophysiologyneuroscienceeeg signal processingpreclinical rat modelsepilepsyfocal epilepsyhigh-resolution eeg recordingsneuroimagingscientific visualization

Dysfunction of Neurovascular/Metabolic Coupling in Chronic Focal Epilepsy. IEEE Transactions on Biomedical Engineering (2015)

Yinchen SongRafael A. TorresSarahy GarciaYisel FrometaJihye BaeAbhay DeshmukhWei-Chiang LinYing ZhengJorge J. Riera

neurologyvascular biologychronic focal epilepsyelectrophysiologyneurosciencebiomedical engineeringepilepsyneurovascular diseases

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