Chethan Pandarinath

Affiliations

Department of Biomedical Engineering, Emory University and Georgia Institute of Technology, Atlanta, GA 30322.
Department of Neurosurgery, Emory University, Atlanta, GA 30322.
Emory Neuromodulation and Technology Innovation Center (ENTICe), Emory University, Atlanta, GA 30322.

Publications (21)

The Representation of Finger Movement and Force in Human Motor and Premotor Cortices.

eNeuro

Avec: Robert D Flint , Matthew C Tate , Kejun Li , Jessica W Templer , Joshua M Rosenow , Chethan Pandarinath , Marc W Slutzky

Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model.

Scientific reports

Avec: Francis R Willett , Daniel R Young , Brian A Murphy , William D Memberg , Christine H Blabe , Chethan Pandarinath , Sergey D Stavisky , Paymon Rezaii , Jad Saab , Benjamin L Walter , Jennifer A Sweet , Jonathan P Miller , Jaimie M Henderson , Krishna V Shenoy , John D Simeral , Beata Jarosiewicz , Leigh R Hochberg , Robert F Kirsch , A Bolu Ajiboye

Pseudo-linear Summation explains Neural Geometry of Multi-finger Movements in Human Premotor Cortex.

bioRxiv : the preprint server for biology

Avec: Nishal P Shah , Donald Avansino , Foram Kamdar , Claire Nicolas , Anastasia Kapitonava , Carlos Vargas-Irwin , Leigh Hochberg , Chethan Pandarinath , Krishna Shenoy , Francis R Willett , Jaimie Henderson

Expressive dynamics models with nonlinear injective readouts enable reliable recovery of latent features from neural activity.

ArXiv

Avec: Christopher Versteeg , Andrew R Sedler , Jonathan D McCart , Chethan Pandarinath

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark.

bioRxiv : the preprint server for biology

Avec: Brianna M Karpowicz , Joel Ye , Chaofei Fan , Pablo Tostado-Marcos , Fabio Rizzoglio , Clay Washington , Thiago Scodeler , Diogo de Lucena , Samuel R Nason-Tomaszewski , Matthew J Mender , Xuan Ma , Ezequiel Matias Arneodo , Leigh R Hochberg , Cynthia A Chestek , Jaimie M Henderson , Timothy Q Gentner , Vikash Gilja , Lee E Miller , Adam G Rouse , Robert A Gaunt , Jennifer L Collinger , Chethan Pandarinath

Publisher Correction: Brain-machine interface cursor position only weakly affects monkey and human motor cortical activity in the absence of arm movements.

Scientific reports

Avec: Sergey D Stavisky , Jonathan C Kao , Paul Nuyujukian , Chethan Pandarinath , Christine Blabe , Stephen I Ryu , Leigh R Hochberg , Jaimie M Henderson , Krishna V Shenoy

Myomatrix arrays for high-definition muscle recording.

eLife

Avec: Bryce Chung , Muneeb Zia , Kyle A Thomas , Jonathan A Michaels , Amanda Jacob , Andrea Pack , Matthew J Williams , Kailash Nagapudi , Lay Heng Teng , Eduardo Arrambide , Logan Ouellette , Nicole Oey , Rhuna Gibbs , Philip Anschutz , Jiaao Lu , Yu Wu , Mehrdad Kashefi , Tomomichi Oya , Rhonda Kersten , Alice C Mosberger , Sean O'Connell , Runming Wang , Hugo Marques , Ana Rita Mendes , Constanze Lenschow , Gayathri Kondakath , Jeong Jun Kim , William Olson , Kiara N Quinn , Pierce Perkins , Graziana Gatto , Ayesha Thanawalla , Susan Coltman , Taegyo Kim , Trevor Smith , Ben Binder-Markey , Martin Zaback , Christopher K Thompson , Simon Giszter , Abigail Person , Martyn Goulding , Eiman Azim , Nitish Thakor , Daniel O'Connor , Barry Trimmer , Susana Q Lima , Megan R Carey , Chethan Pandarinath , Rui M Costa , J Andrew Pruszynski , Muhannad Bakir , Samuel J Sober

Identifying distinct neural features between the initial and corrective phases of precise reaching using AutoLFADS.

The Journal of neuroscience : the official journal of the Society for Neuroscience

Avec: Wei-Hsien Lee , Brianna M Karpowicz , Chethan Pandarinath , Adam G Rouse

Expressive architectures enhance interpretability of dynamics-based neural population models.

Neurons, behavior, data analysis, and theory

Avec: Andrew R Sedler , Christopher Versteeg , Chethan Pandarinath

Diffusion-Based Generation of Neural Activity from Disentangled Latent Codes.

ArXiv

Avec: Jonathan D McCart , Andrew R Sedler , Christopher Versteeg , Domenick Mifsud , Mattia Rigotti-Thompson , Chethan Pandarinath

The science and engineering behind sensitized brain-controlled bionic hands.

Physiological reviews

Avec: Chethan Pandarinath , Sliman J Bensmaia

BRAND: A platform for closed-loop experiments with deep network models.

bioRxiv : the preprint server for biology

Avec: Yahia H Ali , Kevin Bodkin , Mattia Rigotti-Thompson , Kushant Patel , Nicholas S Card , Bareesh Bhaduri , Samuel R Nason-Tomaszewski , Domenick M Mifsud , Xianda Hou , Claire Nicolas , Shane Allcroft , Leigh R Hochberg , Nicholas Au Yong , Sergey D Stavisky , Lee E Miller , David M Brandman , Chethan Pandarinath

Identifying distinct neural features between the initial and corrective phases of precise reaching using AutoLFADS.

bioRxiv : the preprint server for biology

Avec: Wei-Hsien Lee , Brianna M Karpowicz , Chethan Pandarinath , Adam G Rouse

A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with subframe temporal resolution.

Nature neuroscience

Avec: Feng Zhu , Harrison A Grier , Raghav Tandon , Changjia Cai , Anjali Agarwal , Andrea Giovannucci , Matthew T Kaufman , Chethan Pandarinath

Reducing power requirements for high-accuracy decoding in iBCIs.

Journal of neural engineering

Avec: Brianna Marie Karpowicz , Bareesh Bhaduri , Samuel R Nason-Tomaszewski , Brandon G Jacques , Yahia Hassan Ali , Robert D Flint , Payton Hana Bechefsky , Leigh R Hochberg , Nicholas Au Yong , Marc W Slutzky , Chethan Pandarinath

Volitional control of single-electrode high gamma local field potentials by people with paralysis.

Journal of neurophysiology

Avec: Tomislav Milekovic , Daniel Bacher , Anish A Sarma , John D Simeral , Jad Saab , Chethan Pandarinath , Blaise Yvert , Brittany L Sorice , Christine Blabe , Erin M Oakley , Kathryn R Tringale , Emad Eskandar , Sydney S Cash , Krishna V Shenoy , Jaimie M Henderson , Leigh R Hochberg , John P Donoghue

A large-scale neural network training framework for generalized estimation of single-trial population dynamics.

Nature methods

Avec: Mohammad Reza Keshtkaran , Andrew R Sedler , Raeed H Chowdhury , Raghav Tandon , Diya Basrai , Sarah L Nguyen , Hansem Sohn , Mehrdad Jazayeri , Lee E Miller , Chethan Pandarinath

Myomatrix arrays for high-definition muscle recording.

bioRxiv : the preprint server for biology

BRAND: A platform for closed-loop experiments with deep network models.

Journal of neural engineering

Avec: Yahia Hassan Ali , Kevin L Bodkin , Mattia Rigotti-Thompson , Kushant Patel , Nicholas S Card , Bareesh Bhaduri , Samuel R Nason-Tomaszewski , Domenick M Mifsud , Xianda Hou , Claire Nicolas , Shane Allcroft , Leigh Hochberg , Nicholas Au Yong , Sergey D Stavisky , Lee E Miller , David Brandman , Chethan Pandarinath

Spinal interneuron population dynamics underlying flexible pattern generation.

bioRxiv : the preprint server for biology

Avec: Lahiru N Wimalasena , Chethan Pandarinath , Nicholas Au Yong

A mosaic of whole-body representations in human motor cortex.

bioRxiv : the preprint server for biology

Avec: Darrel R Deo , Elizaveta V Okorokova , Anna L Pritchard , Nick V Hahn , Nicholas S Card , Samuel R Nason-Tomaszewski , Justin Jude , Thomas Hosman , Eun Young Choi , Deqiang Qiu , Yuguang Meng , Maitreyee Wairagkar , Claire Nicolas , Foram B Kamdar , Carrina Iacobacci , Alexander Acosta , Leigh R Hochberg , Sydney S Cash , Ziv M Williams , Daniel B Rubin , David M Brandman , Sergey D Stavisky , Nicholas AuYong , Chethan Pandarinath , John E Downey , Sliman J Bensmaia , Jaimie M Henderson , Francis R Willett

Réseau de co-auteurs

Leigh R Hochberg 7 collaborations

Sergey D Stavisky 5 collaborations

Jaimie M Henderson 5 collaborations

Samuel R Nason-Tomaszewski 5 collaborations

Claire Nicolas 4 collaborations

Andrew R Sedler 4 collaborations

Lee E Miller 4 collaborations

Nicholas Au Yong 4 collaborations

Francis R Willett 3 collaborations

Krishna V Shenoy 3 collaborations

Christopher Versteeg 3 collaborations

Brianna M Karpowicz 3 collaborations

Adam G Rouse 3 collaborations

Mattia Rigotti-Thompson 3 collaborations

Nicholas S Card 3 collaborations

Bareesh Bhaduri 3 collaborations

Robert D Flint 2 collaborations

Marc W Slutzky 2 collaborations

Jad Saab 2 collaborations

John D Simeral 2 collaborations

Leigh Hochberg 2 collaborations

Jonathan D McCart 2 collaborations

Christine Blabe 2 collaborations

Bryce Chung 2 collaborations

Muneeb Zia 2 collaborations

Kyle A Thomas 2 collaborations

Jonathan A Michaels 2 collaborations

Amanda Jacob 2 collaborations

Andrea Pack 2 collaborations

Matthew J Williams 2 collaborations

Kailash Nagapudi 2 collaborations

Lay Heng Teng 2 collaborations

Eduardo Arrambide 2 collaborations

Logan Ouellette 2 collaborations

Nicole Oey 2 collaborations

Rhuna Gibbs 2 collaborations

Philip Anschutz 2 collaborations

Jiaao Lu 2 collaborations

Yu Wu 2 collaborations

Mehrdad Kashefi 2 collaborations

Tomomichi Oya 2 collaborations

Rhonda Kersten 2 collaborations

Alice C Mosberger 2 collaborations

Sean O'Connell 2 collaborations

Runming Wang 2 collaborations

Hugo Marques 2 collaborations

Ana Rita Mendes 2 collaborations

Constanze Lenschow 2 collaborations

Gayathri Kondakath 2 collaborations

Jeong Jun Kim 2 collaborations

William Olson 2 collaborations

Kiara N Quinn 2 collaborations

Pierce Perkins 2 collaborations

Graziana Gatto 2 collaborations

Ayesha Thanawalla 2 collaborations

Susan Coltman 2 collaborations

Taegyo Kim 2 collaborations

Trevor Smith 2 collaborations

Ben Binder-Markey 2 collaborations

Martin Zaback 2 collaborations

Christopher K Thompson 2 collaborations

Simon Giszter 2 collaborations

Abigail Person 2 collaborations

Martyn Goulding 2 collaborations

Eiman Azim 2 collaborations

Nitish Thakor 2 collaborations

Daniel O'Connor 2 collaborations

Barry Trimmer 2 collaborations

Susana Q Lima 2 collaborations

Megan R Carey 2 collaborations

Rui M Costa 2 collaborations

J Andrew Pruszynski 2 collaborations

Muhannad Bakir 2 collaborations

Samuel J Sober 2 collaborations

Wei-Hsien Lee 2 collaborations

Sliman J Bensmaia 2 collaborations

Kushant Patel 2 collaborations

Domenick M Mifsud 2 collaborations

Xianda Hou 2 collaborations

Shane Allcroft 2 collaborations

David M Brandman 2 collaborations

Raghav Tandon 2 collaborations

Yahia Hassan Ali 2 collaborations

Sydney S Cash 2 collaborations

Matthew C Tate 1 collaboration

Kejun Li 1 collaboration

Jessica W Templer 1 collaboration

Joshua M Rosenow 1 collaboration

Daniel R Young 1 collaboration

Brian A Murphy 1 collaboration

William D Memberg 1 collaboration

Christine H Blabe 1 collaboration

Paymon Rezaii 1 collaboration

Benjamin L Walter 1 collaboration

Jennifer A Sweet 1 collaboration

Jonathan P Miller 1 collaboration

Beata Jarosiewicz 1 collaboration

Robert F Kirsch 1 collaboration

A Bolu Ajiboye 1 collaboration

Nishal P Shah 1 collaboration

Donald Avansino 1 collaboration

Foram Kamdar 1 collaboration

Anastasia Kapitonava 1 collaboration

Carlos Vargas-Irwin 1 collaboration

Krishna Shenoy 1 collaboration

Jaimie Henderson 1 collaboration

Joel Ye 1 collaboration

Chaofei Fan 1 collaboration

Pablo Tostado-Marcos 1 collaboration

Fabio Rizzoglio 1 collaboration

Clay Washington 1 collaboration

Thiago Scodeler 1 collaboration

Diogo de Lucena 1 collaboration

Matthew J Mender 1 collaboration

Xuan Ma 1 collaboration

Ezequiel Matias Arneodo 1 collaboration

Cynthia A Chestek 1 collaboration

Timothy Q Gentner 1 collaboration

Vikash Gilja 1 collaboration

Robert A Gaunt 1 collaboration

Jennifer L Collinger 1 collaboration

Jonathan C Kao 1 collaboration

Paul Nuyujukian 1 collaboration

Stephen I Ryu 1 collaboration

Domenick Mifsud 1 collaboration

Yahia H Ali 1 collaboration

Kevin Bodkin 1 collaboration

Feng Zhu 1 collaboration

Harrison A Grier 1 collaboration

Changjia Cai 1 collaboration

Anjali Agarwal 1 collaboration

Andrea Giovannucci 1 collaboration

Matthew T Kaufman 1 collaboration

Brianna Marie Karpowicz 1 collaboration

Brandon G Jacques 1 collaboration

Payton Hana Bechefsky 1 collaboration

Tomislav Milekovic 1 collaboration

Daniel Bacher 1 collaboration

Anish A Sarma 1 collaboration

Blaise Yvert 1 collaboration

Brittany L Sorice 1 collaboration

Erin M Oakley 1 collaboration

Kathryn R Tringale 1 collaboration

Emad Eskandar 1 collaboration

John P Donoghue 1 collaboration

Mohammad Reza Keshtkaran 1 collaboration

Raeed H Chowdhury 1 collaboration

Diya Basrai 1 collaboration

Sarah L Nguyen 1 collaboration

Hansem Sohn 1 collaboration

Mehrdad Jazayeri 1 collaboration

Kevin L Bodkin 1 collaboration

David Brandman 1 collaboration

Lahiru N Wimalasena 1 collaboration

Darrel R Deo 1 collaboration

Elizaveta V Okorokova 1 collaboration

Anna L Pritchard 1 collaboration

Nick V Hahn 1 collaboration

Justin Jude 1 collaboration

Thomas Hosman 1 collaboration

Eun Young Choi 1 collaboration

Deqiang Qiu 1 collaboration

Yuguang Meng 1 collaboration

Maitreyee Wairagkar 1 collaboration

Foram B Kamdar 1 collaboration

Carrina Iacobacci 1 collaboration

Alexander Acosta 1 collaboration

Ziv M Williams 1 collaboration

Daniel B Rubin 1 collaboration

Nicholas AuYong 1 collaboration

John E Downey 1 collaboration