Guangyu Robert Yang

Guangyu Robert Yang

Columbia University in the City of New York

H-index: 17

North America-United States

About Guangyu Robert Yang

Guangyu Robert Yang, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Computational Neuroscience.

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

Scaling Properties for Artificial Neural Network Models of a Small Nervous System

Neural foundations of mental simulation: Future prediction of latent representations on dynamic scenes

Natural constraints explain working memory capacity limitations in sensory-cognitive models

Enhancing Understanding in Generative Agents through Active Inquiring

Lyfe agents: Generative agents for low-cost real-time social interactions

To reverse engineer an entire nervous system

Recurrent networks endowed with structural priors explain suboptimal animal behavior

Scaling up the evaluation of recurrent Neural Network Models for cognitive neuroscience

Guangyu Robert Yang Information

University

Position

Postdoctoral Research Scientist and Simons Junior Fellow

Citations(all)

2172

Citations(since 2020)

1999

Cited By

810

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

18

i10Index(since 2020)

18

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Guangyu Robert Yang Skills & Research Interests

Computational Neuroscience

Top articles of Guangyu Robert Yang

Title

Journal

Author(s)

Publication Date

Scaling Properties for Artificial Neural Network Models of a Small Nervous System

Quilee Simeon

Leandro Venâncio

Michael A Skuhersky

Aran Nayebi

Edward S Boyden

...

2024/3/15

Neural foundations of mental simulation: Future prediction of latent representations on dynamic scenes

Advances in Neural Information Processing Systems

Aran Nayebi

Rishi Rajalingham

Mehrdad Jazayeri

Guangyu Robert Yang

2024/2/13

Natural constraints explain working memory capacity limitations in sensory-cognitive models

bioRxiv

Yudi Xie

Yu Duan

Aohua Cheng

Pengcen Jiang

Christopher J Cueva

...

2023

Enhancing Understanding in Generative Agents through Active Inquiring

Jiaxin Ge

Kaiya Zhao

Manuel Cortes

Jovana Kondic

Shuying Luo

...

2023/11/30

Lyfe agents: Generative agents for low-cost real-time social interactions

arXiv preprint arXiv:2310.02172

Zhao Kaiya

Michelangelo Naim

Jovana Kondic

Manuel Cortes

Jiaxin Ge

...

2023/10/3

To reverse engineer an entire nervous system

arXiv preprint arXiv:2308.06578

Gal Haspel

Edward S Boyden

Jeffrey Brown

George Church

Netta Cohen

...

2023/8/12

Recurrent networks endowed with structural priors explain suboptimal animal behavior

Current Biology

Manuel Molano-Mazón

Yuxiu Shao

Daniel Duque

Guangyu Robert Yang

Srdjan Ostojic

...

2023/2/27

Scaling up the evaluation of recurrent Neural Network Models for cognitive neuroscience

Nathan Cloos

Moufan Li

Guangyu Robert Yang

Christopher J Cueva

2022

Human-like capacity limitation in multi-system models of working memory

Yudi Xie

Yu Duan

Aohua Cheng

Pengcen Jiang

Christopher Cueva

...

2022/8/25

NeuroGym: An open resource for developing and sharing neuroscience tasks

Manuel Molano-Mazon

Joao Barbosa

Jordi Pastor-Ciurana

Marta Fradera

Ru-Yuan Zhang

...

2022/2/7

Constructing neural network models from brain data reveals representational transformations linked to adaptive behavior

Nature communications

Takuya Ito

Guangyu Robert Yang

Patryk Laurent

Douglas H Schultz

Michael W Cole

2022/2/3

Meta-learning synaptic plasticity and memory addressing for continual familiarity detection

Neuron

Danil Tyulmankov

Guangyu Robert Yang

LF Abbott

2022/2/2

Evolving the olfactory system with machine learning

Neuron

Peter Y Wang

Yi Sun

Richard Axel

LF Abbott

Guangyu Robert Yang

2021/12/1

Towards the next generation of recurrent network models for cognitive neuroscience

Guangyu Robert Yang

Manuel Molano-Mazón

2021/10/1

Pre-training RNNs on ecologically relevant tasks explains sub-optimal behavioral reset

bioRxiv

Manuel Molano-Mazon

Daniel Duque

Guangyu Robert Yang

Jaime de la Rocha

2021

Meta-learning hebbian plasticity for continual familiarity detection

Danil Tyulmankov

Guangyu Robert Yang

Larry Abbott

2020

See List of Professors in Guangyu Robert Yang University(Columbia University in the City of New York)

Co-Authors

H-index: 100
Xiao-Jing Wang

Xiao-Jing Wang

New York University

H-index: 83
William T Newsome

William T Newsome

Stanford University

H-index: 39
John D. Murray

John D. Murray

Yale University

H-index: 33
David Sussillo

David Sussillo

Stanford University

H-index: 22
Yongsoo Kim

Yongsoo Kim

Penn State University

H-index: 17
Jorge F. Mejias

Jorge F. Mejias

Universiteit van Amsterdam

academic-engine