Nikolaus Kriegeskorte

Nikolaus Kriegeskorte

Columbia University in the City of New York

H-index: 67

North America-United States

About Nikolaus Kriegeskorte

Nikolaus Kriegeskorte, With an exceptional h-index of 67 and a recent h-index of 51 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of vision, neural networks, fMRI, neuronal recordings, pattern-information analysis.

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

How to optimize neuroscience data utilization and experiment design for advancing primate visual and linguistic brain models?

Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networks

Source Invariance and Probabilistic Transfer: A Testable Theory of Probabilistic Neural Representations

Can neural networks benefit from objectives that encourage iterative convergent computations? A case study of ResNets and object classification

Generative Adversarial Collaborations: A practical guide for conference organizers and participating scientists

How does the primate brain combine generative and discriminative computations in vision?

Iterative convergent computation may not be a useful inductive bias for residual neural networks

Experientially-grounded and distributional semantic vectors uncover dissociable representations of conceptual categories

Nikolaus Kriegeskorte Information

University

Position

Professor of Psychology and Neuroscience

Citations(all)

28047

Citations(since 2020)

16082

Cited By

18676

hIndex(all)

67

hIndex(since 2020)

51

i10Index(all)

113

i10Index(since 2020)

103

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Nikolaus Kriegeskorte Skills & Research Interests

vision

neural networks

fMRI

neuronal recordings

pattern-information analysis

Top articles of Nikolaus Kriegeskorte

Title

Journal

Author(s)

Publication Date

How to optimize neuroscience data utilization and experiment design for advancing primate visual and linguistic brain models?

arXiv preprint arXiv:2401.03376

Greta Tuckute

Dawn Finzi

Eshed Margalit

Joel Zylberberg

SueYeon Chung

...

2024/1/7

Emergence of brain-like mirror-symmetric viewpoint tuning in convolutional neural networks

bioRxiv

Amirhossein Farzmahdi

Wilbert Zarco

Winrich Freiwald

Nikolaus Kriegeskorte

Tal Golan

2023/1/5

Source Invariance and Probabilistic Transfer: A Testable Theory of Probabilistic Neural Representations

arXiv preprint arXiv:2404.08101

Samuel Lippl

Raphael Gerraty

John Morrison

Nikolaus Kriegeskorte

2024/4/11

Can neural networks benefit from objectives that encourage iterative convergent computations? A case study of ResNets and object classification

Plos one

Samuel Lippl

Benjamin Peters

Nikolaus Kriegeskorte

2024/3/21

Generative Adversarial Collaborations: A practical guide for conference organizers and participating scientists

arXiv preprint arXiv:2402.12604

Gunnar Blohm

Benjamin Peters

Ralf Haefner

Leyla Isik

Nikolaus Kriegeskorte

...

2024/2/19

How does the primate brain combine generative and discriminative computations in vision?

arXiv preprint arXiv:2401.06005

Benjamin Peters

James J DiCarlo

Todd Gureckis

Ralf Haefner

Leyla Isik

...

2024/1/11

Iterative convergent computation may not be a useful inductive bias for residual neural networks

bioRxiv

Samuel Lippl

Benjamin Peters

Nikolaus Kriegeskorte

2023

Experientially-grounded and distributional semantic vectors uncover dissociable representations of conceptual categories

Language, Cognition and Neuroscience

Francesca Carota

Hamed Nili

Nikolaus Kriegeskorte

Friedemann Pulvermüller

2023/7/12

Testing the limits of natural language models for predicting human language judgements

Nature Machine Intelligence

Tal Golan

Matthew Siegelman

Nikolaus Kriegeskorte

Christopher Baldassano

2023/9

Predicting brain activity using Transformers

bioRxiv

Hossein Adeli

Sun Minni

Nikolaus Kriegeskorte

2023

The neuroconnectionist research programme

Adrien Doerig

Rowan P Sommers

Katja Seeliger

Blake Richards

Jenann Ismael

...

2023/7

Statistical inference on representational geometries

Elife

Heiko H Schütt

Alexander D Kipnis

Jörn Diedrichsen

Nikolaus Kriegeskorte

2023/8/23

Deep neural networks are not a single hypothesis but a language for expressing computational hypotheses

Behavioral and Brain Sciences

Tal Golan

JohnMark Taylor

Heiko Schütt

Benjamin Peters

Rowan P Sommers

...

2023/12/6

Affinity-based attention in self-supervised transformers predicts dynamics of object grouping in humans

arXiv preprint arXiv:2306.00294

Hossein Adeli

Seoyoung Ahn

Nikolaus Kriegeskorte

Gregory Zelinsky

2023/6/1

Neural representation of occluded objects in visual cortex

Journal of Vision

Courtney Mansfield

Tim Kietzmann

Jasper van den Bosch

Ian Charest

Marieke Mur

...

2023/8/1

Human-like multiple object tracking through occlusion via gaze-following

Benjamin Peters

Eivinas Butkus

Nikolaus Kriegeskorte

2023/10/27

The selfish scientist's guide to preprint posting

Authorea Preprints

Nikolaus Kriegeskorte

2023/4/17

Torchlens: A Python package for extracting and visualizing all hidden layer activations from arbitrary PyTorch models with minimal code

Journal of Vision

JohnMark Taylor

Nikolaus Kriegeskorte

2023/8/1

The Topology and Geometry of Neural Representations

arXiv preprint arXiv:2309.11028

Baihan Lin

Nikolaus Kriegeskorte

2023/9/20

Deep neural networks and visuo-semantic models explain complementary components of human ventral-stream representational dynamics

Journal of Neuroscience

Kamila M Jozwik

Tim C Kietzmann

Radoslaw M Cichy

Nikolaus Kriegeskorte

Marieke Mur

2023/3/8

See List of Professors in Nikolaus Kriegeskorte University(Columbia University in the City of New York)

Co-Authors

H-index: 113
Rainer Goebel

Rainer Goebel

Universiteit Maastricht

H-index: 70
Jörn Diedrichsen

Jörn Diedrichsen

Western University

H-index: 44
Lars Muckli

Lars Muckli

University of Glasgow

H-index: 23
Tim C Kietzmann

Tim C Kietzmann

Radboud Universiteit

H-index: 20
Ian Charest

Ian Charest

University of Birmingham

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