Jonathan Pillow

Jonathan Pillow

Princeton University

H-index: 47

North America-United States

About Jonathan Pillow

Jonathan Pillow, With an exceptional h-index of 47 and a recent h-index of 39 (since 2020), a distinguished researcher at Princeton University, specializes in the field of computational neuroscience, neural coding, machine learning, decision-making, vision.

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

Revisiting the high-dimensional geometry of population responses in visual cortex

Pre-existing visual responses in a projection-defined dopamine population explain individual learning trajectories

Inferring neural dynamics of memory during naturalistic social communication

Active Learning for Discrete Latent Variable Models

Identifying the factors governing internal state switches during nonstationary sensory decision-making

Thoughtful faces: inferring internal states across species using facial features

CrossTalk rebuttal

Efficient decoding of large-scale neural population responses with Gaussian-process multiclass regression

Jonathan Pillow Information

University

Position

Professor of Neuroscience & Psychology

Citations(all)

10194

Citations(since 2020)

5604

Cited By

6927

hIndex(all)

47

hIndex(since 2020)

39

i10Index(all)

98

i10Index(since 2020)

87

Email

University Profile Page

Google Scholar

Jonathan Pillow Skills & Research Interests

computational neuroscience

neural coding

machine learning

decision-making

vision

Top articles of Jonathan Pillow

Title

Journal

Author(s)

Publication Date

Revisiting the high-dimensional geometry of population responses in visual cortex

bioRxiv

Dean A Pospisil

Jonathan W Pillow

2024

Pre-existing visual responses in a projection-defined dopamine population explain individual learning trajectories

bioRxiv

Alejandro Pan Vazquez

Yoel Sanchez Araujo

Brenna McMannon

Miranta Louka

Akhil Bandi

...

2024

Inferring neural dynamics of memory during naturalistic social communication

bioRxiv

Rich Pang

Christa A Baker

Mala Murthy

Jonathan W Pillow

2024

Active Learning for Discrete Latent Variable Models

Neural Computation

Aditi Jha

Zoe C Ashwood

Jonathan W Pillow

2024/2/16

Identifying the factors governing internal state switches during nonstationary sensory decision-making

bioRxiv

Zeinab Mohammadi

Zoe C Ashwood

International Brain Laboratory

Jonathan W Pillow

2024/2/4

Thoughtful faces: inferring internal states across species using facial features

bioRxiv

Alejandro Tlaie

Muad Y Abd El Hay

Berkutay Mert

Robert Taylor

Pierre-Antoine Ferracci

...

2024/1/29

CrossTalk rebuttal

The Journal of physiology

Alex Smith

Alan Verkman

2019/9

Efficient decoding of large-scale neural population responses with Gaussian-process multiclass regression

Neural computation

C Daniel Greenidge

Benjamin Scholl

Jacob L Yates

Jonathan W Pillow

2024/1/18

Multi-dimensional, multi-scale memory during fruit fly social communication

Bulletin of the American Physical Society

Rich Pang

William Bialek

Mala Murthy

Jonathan Pillow

Christa Baker

2024/3/5

A general framework for inferring Bayesian ideal observer models from psychophysical data

Tyler S Manning

Benjamin N Naecker

Iona R McLean

Bas Rokers

Jonathan W Pillow

...

2023/1/1

Parsing neural dynamics with infinite recurrent switching linear dynamical systems

Victor Geadah

Jonathan W Pillow

2023/10/13

Brain-wide representations of prior information in mouse decision-making

BioRxiv

Charles Findling

Felix Hubert

International Brain Laboratory

Luigi Acerbi

Brandon Benson

...

2023/7/4

Compact deep neural network models of visual cortex

bioRxiv

Benjamin R Cowley

Patricia L Stan

Jonathan W Pillow

Matthew A Smith

2023/11/23

Temporal integration is a robust feature of perceptual decisions

Elife

Alexandre Hyafil

Jaime de la Rocha

Cristina Pericas

Leor N Katz

Alexander C Huk

...

2023/5/4

Flow-field inference from neural data using deep recurrent networks

bioRxiv

Timothy Doyeon Kim

Thomas Zhihao Luo

Tankut Can

Kamesh Krishnamurthy

Jonathan W Pillow

...

2023/11/16

Spectral learning of Bernoulli linear dynamical systems models for decision-making

Transactions on Machine Learning Research

Iris R Stone

Yotam Sagiv

Il Memming Park

Jonathan W Pillow

2023/4/13

Olfactory learning alters navigation strategies and behavioral variability in C. elegans

arXiv preprint arXiv:2311.07117

Kevin S Chen

Jonathan W Pillow

Andrew M Leifer

2023/11/13

Task preparation is reflected in neural state space dynamics

Conference on Cognitive Computational Neuroscience

Harrison Ritz

Aditi Jha

Jonathan Pillow

JD Cohen

2023

Modeling state-dependent communication between brain regions with switching nonlinear dynamical systems

Orren Karniol-Tambour

David M Zoltowski

E Mika Diamanti

Lucas Pinto

Carlos D Brody

...

2023/10/13

Opponent control of behavior by dorsomedial striatal pathways depends on task demands and internal state

Nature neuroscience

Scott S Bolkan

Iris R Stone

Lucas Pinto

Zoe C Ashwood

Jorge M Iravedra Garcia

...

2022/3

See List of Professors in Jonathan Pillow University(Princeton University)

Co-Authors

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