Faculty

Institution

Unit

Venue

Todd Coleman

Adjunct Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Shu Chien-gene Lay Department of Bioengineering

Todd Coleman is currently serving as a Jacobs School Of Engineering Adjunct Professor at University of California, San Diego.

Honors

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Experiences

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Education

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Todd Coleman

University of California, San Diego

Adjunct Professor

You can click a keyword to filter the displayed items

neuroscience machine learning computer science computational neuroscience biomedical engineering electrical engineering electrophysiology cognitive neuroscience neurophysiology information theory communications systems wearable technology flexible electronics wireless communications respiratory medicine channel capacity estimation medical electronics information technology brain modeling health technology eeg signal processing biomedical technologies sensor technology convex optimization optimal transport entropy neural science data compression stochastic control bayesian inference point processes biomedical informatics additive manufacturing intelligent user interfaces communication security cognitive electrophysiology neural interfaces wearable electronics queueing theory neurodynamics clinical gastroenterology posterior matching scheme unobtrusive monitoring slepian-wolf problem biomedical analysis scientometrics scientific data laboratory medicine advanced manufacturing technologies human-computer interaction information forensics sensor design image compression sleep medicine braincomputer interface flexible sensor state estimation brain function channel characterization medical technology motor cortex feedback information theory nrl network pump cutaneous electrogastrography deterministic broadcast channel exponential family exponential family type medical microbiology neuroinformatics directed graphs science studies epidermal electronics wireless coils computer game controller stretchable electronics fractal design concepts

Notable Scholarly Works

Notable Federal Grants

Collaborators

Machine Learning Methods to Track Dynamic Facial Function in Facial Palsy. IEEE Transactions on Biomedical Engineering (2025)

Akshita A. RaoJacqueline J. GreeneTodd P. Coleman

dynamic facial functioncomputer visionpattern recognitionmachine learningneurosciencefacial palsy

A Mutual Information Measure of Phase-Amplitude Coupling Using Gamma Generalized Linear Models. Frontiers in Computational Neuroscience (2024)

Andrew S. PerleyTodd P. Coleman

mutual information measurecomputational neuroscienceneuroscience

An Efficient Framework for Solving a Convex, State-Space Heartbeat Dynamics Model. (2024)

Sabrina LiuAndrew S. PerleyTodd P. Coleman

biophysicssystems biologydynamical systemsmodeling and simulationnumerical simulationsefficient frameworksystems modelingconvex analysisbiophysical modeling

An Exact Mathematical Description of Computation With Transient Spatiotemporal Dynamics in a Complex-Valued Neural Network. Communications Physics (2024)

Roberto C. BudzinskiAlexandra N. BuschSamuel MesternErwan MartinLuisa H. B. LiboniFederico W. PasiniJán MináčTodd ColemanWataru InoueLyle E. Muller

scientific computingcomplex-valued neural networkexact mathematical descriptioncomputational neurosciencetransient spatiotemporal dynamicsapplied mathematicscomputer science

Emerging Wearable Technologies for Multisystem Monitoring and Treatment of Parkinson’s Disease: A Narrative Review. Frontiers in Network Physiology (2024)

Yasmine M. KehnemouyiTodd P. ColemanPeter A. Tass

medicineassistive technologyhealth monitoringparkinson's diseasenarrative reviewmedical technologymultisystem monitoringneurosciencehealth technologyhealth sciences

Machine Learning Based Dna Melt Curve Profiling Enables Automated Novel Genotype Detection. BMC Bioinformatics (2024)

Aaron BoussinaLennart LangoucheAugustine C. ObiriezeMridu SinhaHannah MackWilliam LeineweberApril AralarDavid T. PrideTodd P. ColemanStephanie I. Fraley

dna melt curvemachine learninggeneticsbioinformatics

Non-Invasive Ventral Cervical Magnetoneurography as a Proxy of in Vivo Lipopolysaccharide-Induced Inflammation. Communications Biology (2024)

Yifeng BuJamison BurksKun YangJacob PrinceAmir BornaChristopher L. CoeAlan SimmonsXin M. TuDewleen BakerDonald KimballRamesh RaoVishal ShahMingxiong HuangPeter SchwindtTodd P. ColemanImanuel Lerman

neuroinflammationvivo lipopolysaccharide-induced inflammationinflammationbiologycervical spine

Spontaneous Enteric Nervous System Activity Generates Contractile Patterns Prior to Maturation of Gastrointestinal Motility. Neurogastroenterology & Motility (2024)

Lori B. DershowitzHassler Bueno GarciaAndrew S. PerleyTodd P. ColemanJulia A. Kaltschmidt

neurosurgeryneurologyneurobiological mechanismsgut-organ axisgastrointestinal motilitydigestive tractsystems biologycontractile patternsnervous system activitysystems neurosciencegastroenterologynervous systemcentral nervous systemneuroscienceneurophysiology

A Convex Formulation of Point Process Heartbeat Dynamics Using a Gamma Generalized Linear Model. (2023)

Andrew PerleySandya SubramanianTodd P. Coleman

modeling and simulationbiophysicsconvex formulationapplied mathematics

Differentiation of Bolus Texture During Deglutition via High‐Density Surface Electromyography: A Pilot Study. The Laryngoscope (2023)

Gladys OrnelasHassler Bueno GarciaDavid J. BrackenKristen Linnemeyer‐RisserTodd P. ColemanPhilip A. Weissbrod

materials sciencerehabilitationophthalmologysurface scienceaudiologyapplied physiologyclinical otolaryngologyotorhinolaryngologyhigh-density surface electromyographybolus texturepilot studyhearing researchhearing loss

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Todd Coleman

Adjunct Professor

University of California, San Diego

Affiliations

Jacobs School of Engineering

Shu Chien-gene Lay Department of Bioengineering

Todd Coleman is currently serving as a Jacobs School Of Engineering Adjunct Professor at University of California, San Diego.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Todd Coleman

University of California, San Diego

Adjunct Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Machine Learning Methods to Track Dynamic Facial Function in Facial Palsy. IEEE Transactions on Biomedical Engineering (2025)

Akshita A. RaoJacqueline J. GreeneTodd P. Coleman

dynamic facial functioncomputer visionpattern recognitionmachine learningneurosciencefacial palsy

A Mutual Information Measure of Phase-Amplitude Coupling Using Gamma Generalized Linear Models. Frontiers in Computational Neuroscience (2024)

Andrew S. PerleyTodd P. Coleman

mutual information measurecomputational neuroscienceneuroscience

An Efficient Framework for Solving a Convex, State-Space Heartbeat Dynamics Model. (2024)

Sabrina LiuAndrew S. PerleyTodd P. Coleman

biophysicssystems biologydynamical systemsmodeling and simulationnumerical simulationsefficient frameworksystems modelingconvex analysisbiophysical modeling

An Exact Mathematical Description of Computation With Transient Spatiotemporal Dynamics in a Complex-Valued Neural Network. Communications Physics (2024)

Roberto C. BudzinskiAlexandra N. BuschSamuel MesternErwan MartinLuisa H. B. LiboniFederico W. PasiniJán MináčTodd ColemanWataru InoueLyle E. Muller

scientific computingcomplex-valued neural networkexact mathematical descriptioncomputational neurosciencetransient spatiotemporal dynamicsapplied mathematicscomputer science

Emerging Wearable Technologies for Multisystem Monitoring and Treatment of Parkinson’s Disease: A Narrative Review. Frontiers in Network Physiology (2024)

Yasmine M. KehnemouyiTodd P. ColemanPeter A. Tass

medicineassistive technologyhealth monitoringparkinson's diseasenarrative reviewmedical technologymultisystem monitoringneurosciencehealth technologyhealth sciences

Machine Learning Based Dna Melt Curve Profiling Enables Automated Novel Genotype Detection. BMC Bioinformatics (2024)

Aaron BoussinaLennart LangoucheAugustine C. ObiriezeMridu SinhaHannah MackWilliam LeineweberApril AralarDavid T. PrideTodd P. ColemanStephanie I. Fraley

dna melt curvemachine learninggeneticsbioinformatics

Non-Invasive Ventral Cervical Magnetoneurography as a Proxy of in Vivo Lipopolysaccharide-Induced Inflammation. Communications Biology (2024)

Yifeng BuJamison BurksKun YangJacob PrinceAmir BornaChristopher L. CoeAlan SimmonsXin M. TuDewleen BakerDonald KimballRamesh RaoVishal ShahMingxiong HuangPeter SchwindtTodd P. ColemanImanuel Lerman

neuroinflammationvivo lipopolysaccharide-induced inflammationinflammationbiologycervical spine

Spontaneous Enteric Nervous System Activity Generates Contractile Patterns Prior to Maturation of Gastrointestinal Motility. Neurogastroenterology & Motility (2024)

Lori B. DershowitzHassler Bueno GarciaAndrew S. PerleyTodd P. ColemanJulia A. Kaltschmidt

A Convex Formulation of Point Process Heartbeat Dynamics Using a Gamma Generalized Linear Model. (2023)

Andrew PerleySandya SubramanianTodd P. Coleman

modeling and simulationbiophysicsconvex formulationapplied mathematics

Differentiation of Bolus Texture During Deglutition via High‐Density Surface Electromyography: A Pilot Study. The Laryngoscope (2023)

Gladys OrnelasHassler Bueno GarciaDavid J. BrackenKristen Linnemeyer‐RisserTodd P. ColemanPhilip A. Weissbrod

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5
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10 / page

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Similar Faculty Members

Todd P. Coleman

Institution

Stanford University

uncertainty quantification

optimal transport

Zhanpeng Jin

Institution

University at Buffalo

wearable computer

mobile computing

Pedram Mohseni

Institution

Case Western Reserve University

rehabilitation engineering

neural interface

Gert Cauwenberghs

Institution

University of California, San Diego

neural interface

brain-like computing

Wenyao Xu

Institution

University at Buffalo

design

sensor

Ranu Jung

Institution

Florida International University

rehabilitation engineering

neural interface

Armando Barreto

Institution

Florida International University

industrial informatics

computer engineering

Tzyy-Ping Jung

Institution

University of California, San Diego

neuroscience

cognitive neuroscience

Ravi Sankar

Institution

University of South Florida

biocybernetics

signal processing

Shantanu Chakrabartty

Institution

Washington University in St. Louis

computational primitives

integrated circuit