Bingni W. Brunton

Bingni W. Brunton

University of Washington

H-index: 26

North America-United States

About Bingni W. Brunton

Bingni W. Brunton, With an exceptional h-index of 26 and a recent h-index of 25 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Computational neuroscience, Neuromechanics, Machine Learning, Dynamical Systems.

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

Sensorimotor delays constrain robust locomotion in a 3D kinematic model of fly walking

Intraspecific variation in the placement of campaniform sensilla on the wings of the hawkmoth Manduca sexta

Nonuniform structural properties of wings confer sensing advantages

Emergent behaviour and neural dynamics in artificial agents tracking odour plumes

HyperSINDy: Deep Generative Modeling of Nonlinear Stochastic Governing Equations

Data-driven unsteady aeroelastic modeling for control

Dysregulated mammalian estrus cycle rescued by timed activation of VIP neurons in the circadian pacemaker and late afternoon light exposure

Mechanistic hypotheses for proprioceptive sensing within the avian lumbosacral spinal cord

Bingni W. Brunton Information

University

Position

Associate Professor

Citations(all)

6559

Citations(since 2020)

5286

Cited By

2947

hIndex(all)

26

hIndex(since 2020)

25

i10Index(all)

47

i10Index(since 2020)

46

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Bingni W. Brunton Skills & Research Interests

Computational neuroscience

Neuromechanics

Machine Learning

Dynamical Systems

Top articles of Bingni W. Brunton

Title

Journal

Author(s)

Publication Date

Sensorimotor delays constrain robust locomotion in a 3D kinematic model of fly walking

bioRxiv

Lili Karashchuk

Jing Shuang Lisa Li

Grant M Chou

Sarah Walling-Bell

Steven L Brunton

...

2024

Intraspecific variation in the placement of campaniform sensilla on the wings of the hawkmoth Manduca sexta

Integrative Organismal Biology

Kathryn E Stanchak

Tanvi Deora

Alison I Weber

Michelle K Hickner

Abna Moalin

...

2024/3/13

Nonuniform structural properties of wings confer sensing advantages

Journal of the Royal Society Interface

Alison I Weber

Mahnoush Babaei

Amanuel Mamo

Bingni W Brunton

Thomas L Daniel

...

2023/3/22

Emergent behaviour and neural dynamics in artificial agents tracking odour plumes

Nature machine intelligence

Satpreet H Singh

Floris van Breugel

Rajesh PN Rao

Bingni W Brunton

2023/1

HyperSINDy: Deep Generative Modeling of Nonlinear Stochastic Governing Equations

arXiv preprint arXiv:2310.04832

Mozes Jacobs

Bingni W Brunton

Steven L Brunton

J Nathan Kutz

Ryan V Raut

2023/10/7

Data-driven unsteady aeroelastic modeling for control

AIAA Journal

Michelle K Hickner

Urban Fasel

Aditya G Nair

Bingni W Brunton

Steven L Brunton

2023/2

Dysregulated mammalian estrus cycle rescued by timed activation of VIP neurons in the circadian pacemaker and late afternoon light exposure

bioRxiv

Anat Kahan

Gerard M Coughlin

Máté Borsos

Bingni W Brunton

Viviana Gradinaru

2023/1/17

Mechanistic hypotheses for proprioceptive sensing within the avian lumbosacral spinal cord

Integrative and Comparative Biology

Kathryn E Stanchak

Kimberly E Miller

Devany Shikiar

Bingni W Brunton

David J Perkel

2023/8

Arousal as a universal embedding for spatiotemporal brain dynamics

bioRxiv

Ryan V Raut

Zachary P Rosenthal

Xiaodan Wang

Hanyang Miao

Zhanqi Zhang

...

2023/11/8

BKinD-3D: Self-Supervised 3D Keypoint Discovery from Multi-View Videos

Jennifer J Sun

Lili Karashchuk

Amil Dravid

Serim Ryou

Sonia Fereidooni

...

2023

Presynaptic inhibition selectively suppresses leg proprioception in behaving Drosophila

bioRxiv

Chris J Dallmann

Sweta Agrawal

Andrew Cook

Bingni W Brunton

John C Tuthill

2023/10/23

Neural-Inspired Measurement Observability

Journal of Guidance, Control, and Dynamics

Burak Boyacıoğlu

Alice C Schwarze

Bingni W Brunton

Kristi A Morgansen

2023/7

Neural subspaces of imagined movements in parietal cortex remain stable over several years in humans.

bioRxiv

Luke Bashford

I Rosenthal

Spencer Kellis

D Bjånes

Kelsie Pejsa

...

2023/7/7

Temporal dynamics of triphasic waves and generalized periodic discharges (P10-1.012)

George Plummer

Ryan Raut

Bingni Brunton

Shahin Hakimian

2023/4/25

Large‐scale waves of activity in the neonatal mouse brain in vivo occur almost exclusively during sleep cycles

Developmental Neurobiology

Dennis R Tabuena

Randy Huynh

Jenna Metcalf

Thomas Richner

Albrecht Stroh

...

2022/10

Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control

Proceedings of the Royal Society A

Urban Fasel

J Nathan Kutz

Bingni W Brunton

Steven L Brunton

2022/4/27

Network inference via process motifs for lagged correlation in linear stochastic processes

arXiv preprint arXiv:2208.08871

Alice C Schwarze

Sara M Ichinaga

Bingni W Brunton

2022/8/18

AJILE12: Long-term naturalistic human intracranial neural recordings and pose

Scientific data

Steven M Peterson

Satpreet H Singh

Benjamin Dichter

Michael Scheid

Rajesh PN Rao

...

2022/4/21

PyNumDiff: A Python package for numerical differentiation of noisy time-series data

Journal of open source software

Floris Van Breugel

Yuying Liu

Bingni W Brunton

J Nathan Kutz

2022

Learning neural decoders without labels using multiple data streams

Journal of Neural Engineering

Steven M Peterson

Rajesh PN Rao

Bingni W Brunton

2022/8/10

See List of Professors in Bingni W. Brunton University(University of Washington)

Co-Authors

H-index: 70
Steven L. Brunton

Steven L. Brunton

University of Washington

H-index: 66
Rajesh P. N. Rao

Rajesh P. N. Rao

University of Washington

H-index: 22
Tim Hanks

Tim Hanks

University of California, Davis

H-index: 21
Eurika Kaiser

Eurika Kaiser

University of Washington

H-index: 18
John Tuthill

John Tuthill

University of Washington

H-index: 14
Floris van Breugel

Floris van Breugel

University of Nevada, Reno

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