Christopher Rozell

Christopher Rozell

Georgia Institute of Technology

H-index: 30

North America-United States

About Christopher Rozell

Christopher Rozell, With an exceptional h-index of 30 and a recent h-index of 22 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Computational neuroengineering, Machine learning & AI, Neurotechnology, Computational psychiatry.

His recent articles reflect a diverse array of research interests and contributions to the field:

LINOCS: Lookahead Inference of Networked Operators for Continuous Stability

Subcallosal cingulate deep brain stimulation evokes two distinct cortical responses via differential white matter activation

Cortical signatures of sleep are altered following effective deep brain stimulation for depression

Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics

Developing and Validating Marker of Treatment Response for Subcallosal Cingulate Deep Brain Stimulation

Physiological Markers Reveal Confounding Effects of Apprehension and Habituation During Stress Protocol

A Low-Complexity Brain–Computer Interface for High-Complexity Robot Swarm Control

29. Deep Brain Stimulation Evoked Potentials to Optimize Target Engagement for Depression and Obsessive-Compulsive Disorder

Christopher Rozell Information

University

Position

Professor of Electrical and Computer Engineering

Citations(all)

3517

Citations(since 2020)

1587

Cited By

2637

hIndex(all)

30

hIndex(since 2020)

22

i10Index(all)

73

i10Index(since 2020)

45

Email

University Profile Page

Georgia Institute of Technology

Google Scholar

View Google Scholar Profile

Christopher Rozell Skills & Research Interests

Computational neuroengineering

Machine learning & AI

Neurotechnology

Computational psychiatry

Top articles of Christopher Rozell

Title

Journal

Author(s)

Publication Date

LINOCS: Lookahead Inference of Networked Operators for Continuous Stability

arXiv preprint arXiv:2404.18267

Noga Mudrik

Eva Yezerets

Yenho Chen

Christopher Rozell

Adam Charles

2024/4/28

Subcallosal cingulate deep brain stimulation evokes two distinct cortical responses via differential white matter activation

Proceedings of the National Academy of Sciences

Andreas Seas

M Sohail Noor

Ki Sueng Choi

Ashan Veerakumar

Mosadoluwa Obatusin

...

2024/4/2

Cortical signatures of sleep are altered following effective deep brain stimulation for depression

Translational Psychiatry

Joram J van Rheede

Sankaraleengam Alagapan

Timothy J Denison

Patricio Riva-Posse

Christopher J Rozell

...

2024/2/20

Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics

arXiv preprint arXiv:2206.02972

Noga Mudrik

Yenho Chen

Eva Yezerets

Christopher J Rozell

Adam S Charles

2022/6/7

Developing and Validating Marker of Treatment Response for Subcallosal Cingulate Deep Brain Stimulation

Biological Psychiatry

Sankaraleengam Alagapan

Elif Ceren Fitoz

Patricio Riva Posse

Martijn Figee

Helen Mayberg

...

2024/5/15

Physiological Markers Reveal Confounding Effects of Apprehension and Habituation During Stress Protocol

Asim H Gazi

Jesus Antonio Sanchez-Perez

Michael Chan

Mohammad Nikbakht

David J Lin

...

2023/10/9

A Low-Complexity Brain–Computer Interface for High-Complexity Robot Swarm Control

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Gregory Canal

Yancy Diaz-Mercado

Magnus Egerstedt

Christopher Rozell

2023/3/14

29. Deep Brain Stimulation Evoked Potentials to Optimize Target Engagement for Depression and Obsessive-Compulsive Disorder

Biological Psychiatry

Allison Waters

Ki Sueng Choi

Samantha Pitts

Elisa Xu

Davide Momi

...

2023/5/1

Methods for generating and providing causal explanations of artificial intelligence models and devices thereof

2023/7/20

Cingulate dynamics track depression recovery with deep brain stimulation

Nature

Sankaraleengam Alagapan

Ki Sueng Choi

Stephen Heisig

Patricio Riva-Posse

Andrea Crowell

...

2023/10/5

Cleo: A testbed for bridging model and experiment by simulating closed-loop stimulation, electrode recording, and optogenetics

bioRxiv

Kyle A Johnsen

Nathanael A Cruzado

Adam A Willats

Christopher J Rozell

2023/1/28

Exploration of acute effects of stimulation frequency on subcallosal cingulate dynamics in SCC DBS

Elif Ceren Fitoz

Sankaraleengam Alagapan

Allison Waters

Vineet Tiruvadi

Ashan Veerakumar

...

2023/4/24

Neuroethics guidance documents: principles, analysis, and implementation strategies

Journal of Law and the Biosciences

Matthew R O’Shaughnessy

Walter G Johnson

Lucille Nalbach Tournas

Christopher J Rozell

Karen S Rommelfanger

2023/7

Proceedings of the 10th annual deep brain stimulation think tank: Advances in cutting edge technologies, artificial intelligence, neuromodulation, neuroethics, interventional …

Frontiers in Human Neuroscience

Joshua K Wong

Helen S Mayberg

Doris D Wang

R Mark Richardson

Casey H Halpern

...

2023/1/27

Objective Biomarkers to Measure Deep Brain Stimulation for Depression.

Clinical Advisor

Christopher Rozell

Sankaraleengam Alagapan

2023/9/23

PrefGen: Preference Guided Image Generation with Relative Attributes

arXiv preprint arXiv:2304.00185

Alec Helbling

Christopher J Rozell

Matthew O'Shaughnessy

Kion Fallah

2023/4/1

Manifold Contrastive Learning with Variational Lie Group Operators

arXiv preprint arXiv:2306.13544

Kion Fallah

Alec Helbling

Kyle A Johnsen

Christopher J Rozell

2023/6/23

Takashi Morishita, Fukuoka University, Japan

Yousef Salimpour

Marwan Hariz

Joshua K Wong

JK Wong

HS Mayberg

...

2023

What governs attitudes toward artificial intelligence adoption and governance?

Science and Public Policy

Matthew R O’Shaughnessy

Daniel S Schiff

Lav R Varshney

Christopher J Rozell

Mark A Davenport

2023/4/1

Distance preservation in state-space methods for detecting causal interactions in dynamical systems

arXiv preprint arXiv:2308.06855

Matthew O'Shaughnessy

Mark Davenport

Christopher Rozell

2023/8/13

See List of Professors in Christopher Rozell University(Georgia Institute of Technology)

Co-Authors

H-index: 56
Michael B. Wakin

Michael B. Wakin

Colorado School of Mines

H-index: 51
Bruno Olshausen

Bruno Olshausen

University of California, Berkeley

H-index: 37
David V. Anderson

David V. Anderson

Georgia Institute of Technology

H-index: 35
Garrett B. Stanley

Garrett B. Stanley

Georgia Institute of Technology

H-index: 26
Salman Asif

Salman Asif

University of California, Riverside

H-index: 16
Adam Charles

Adam Charles

Johns Hopkins University

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