Bruno Olshausen

Bruno Olshausen

University of California, Berkeley

H-index: 51

North America-United States

About Bruno Olshausen

Bruno Olshausen, With an exceptional h-index of 51 and a recent h-index of 31 (since 2020), a distinguished researcher at University of California, Berkeley, specializes in the field of Computational neuroscience, vision, natural scenes, sparse coding.

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

Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks

High-fidelity eye, head, body, and world tracking with a wearable device

Learning and generalization of compositional representations of visual scenes

Efficient optimization with higher-order ising machines

Catalyzing next-generation artificial intelligence through neuroai

Group equivariant sparse coding

On separating long-and short-term memories in hyperdimensional computing

Emergence of sparse representations from noise

Bruno Olshausen Information

University

Position

Professor

Citations(all)

28139

Citations(since 2020)

8038

Cited By

29429

hIndex(all)

51

hIndex(since 2020)

31

i10Index(all)

97

i10Index(since 2020)

69

Email

University Profile Page

Google Scholar

Bruno Olshausen Skills & Research Interests

Computational neuroscience

vision

natural scenes

sparse coding

Top articles of Bruno Olshausen

Title

Journal

Author(s)

Publication Date

Compositional Factorization of Visual Scenes with Convolutional Sparse Coding and Resonator Networks

arXiv preprint arXiv:2404.19126

Christopher J Kymn

Sonia Mazelet

Annabel Ng

Denis Kleyko

Bruno A Olshausen

2024/4/29

High-fidelity eye, head, body, and world tracking with a wearable device

Behavior Research Methods

Vasha DuTell

Agostino Gibaldi

Giulia Focarelli

Bruno A Olshausen

Martin S Banks

2024/1

Learning and generalization of compositional representations of visual scenes

arXiv preprint arXiv:2303.13691

E Paxon Frady

Spencer Kent

Quinn Tran

Pentti Kanerva

Bruno A Olshausen

...

2023/3/23

Efficient optimization with higher-order ising machines

Nature Communications

Connor Bybee

Denis Kleyko

Dmitri E Nikonov

Amir Khosrowshahi

Bruno A Olshausen

...

2023/9/27

Catalyzing next-generation artificial intelligence through neuroai

Anthony Zador

Sean Escola

Blake Richards

Bence Ölveczky

Yoshua Bengio

...

2023/3/22

Group equivariant sparse coding

Christian Shewmake

Nina Miolane

Bruno Olshausen

2023/8/1

On separating long-and short-term memories in hyperdimensional computing

Frontiers in Neuroscience

Jeffrey L Teeters

Denis Kleyko

Pentti Kanerva

Bruno A Olshausen

2023/1/9

Emergence of sparse representations from noise

Trenton Bricken

Rylan Schaeffer

Bruno Olshausen

Gabriel Kreiman

2023/6/15

Visual Scene Representation with Hierarchical Equivariant Sparse Coding

Christian A Shewmake

Domas Buracas

Hansen Lillemark

Jinho Shin

Erik J Bekkers

...

2023/11/29

Efficient decoding of compositional structure in holistic representations

Neural computation

Denis Kleyko

Connor Bybee

Ping-Chen Huang

Christopher J Kymn

Bruno A Olshausen

...

2023/6/12

Computing with Residue Numbers in High-Dimensional Representation

ArXiv

Christopher J Kymn

Denis Kleyko

E Paxon Frady

Connor Bybee

Pentti Kanerva

...

2023/11/8

URLOST: Unsupervised Representation Learning without Stationarity or Topology

arXiv preprint arXiv:2310.04496

Zeyu Yun

Juexiao Zhang

Bruno Olshausen

Yann LeCun

Yubei Chen

2023/10/6

Learning Internal Representations of 3D Transformations from 2D Projected Inputs

arXiv preprint arXiv:2303.17776

Marissa Connor

Bruno Olshausen

Christopher Rozell

2023/3/31

An interactive annotation tool for perceptual video compression

Evgenya Pergament

Pulkit Tandon

Kedar Tatwawadi

Oren Rippel

Lubomir Bourdev

...

2022/9/5

Integer factorization with compositional distributed representations

Denis Kleyko

Connor Bybee

Christopher J Kymn

Bruno A Olshausen

Amir Khosrowshahi

...

2022/3/28

Toward next-generation artificial intelligence: Catalyzing the neuroai revolution

arXiv preprint arXiv:2210.08340

Anthony Zador

Sean Escola

Blake Richards

Bence Ölveczky

Yoshua Bengio

...

2022/10/15

Computing on functions using randomized vector representations (in brief)

E Paxon Frady

Denis Kleyko

Christopher J Kymn

Bruno A Olshausen

Friedrich T Sommer

2022/3/28

Computing with hypervectors for efficient speaker identification

arXiv preprint arXiv:2208.13285

Ping-Chen Huang

Denis Kleyko

Jan M Rabaey

Bruno A Olshausen

Pentti Kanerva

2022/8/28

Minimalistic unsupervised learning with the sparse manifold transform

arXiv preprint arXiv:2209.15261

Yubei Chen

Zeyu Yun

Yi Ma

Bruno Olshausen

Yann LeCun

2022/9/30

Neuromorphic visual scene understanding with resonator networks

arXiv preprint arXiv:2208.12880

Alpha Renner

Lazar Supic

Andreea Danielescu

Giacomo Indiveri

Bruno A Olshausen

...

2022/8/26

See List of Professors in Bruno Olshausen University(University of California, Berkeley)