Andreas Tolias

Andreas Tolias

Baylor College of Medicine

H-index: 61

North America-United States

About Andreas Tolias

Andreas Tolias, With an exceptional h-index of 61 and a recent h-index of 49 (since 2020), a distinguished researcher at Baylor College of Medicine, specializes in the field of systems neuroscience, computational neuroscience, machine learning, artificial intelligence.

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

Energy guided diffusion for generating neurally exciting images

Patch-seq: Multimodal Profiling of Single-Cell Morphology, Electrophysiology, and Gene Expression

Most discriminative stimuli for functional cell type clustering

Grand Challenges at the Interface of Engineering and Medicine

Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system

Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types

Towards a foundation model of the mouse visual cortex

Decoding depression severity from intracranial neural activity

Andreas Tolias Information

University

Position

Department of Neuroscience

Citations(all)

15873

Citations(since 2020)

10373

Cited By

8973

hIndex(all)

61

hIndex(since 2020)

49

i10Index(all)

108

i10Index(since 2020)

96

Email

University Profile Page

Baylor College of Medicine

Google Scholar

View Google Scholar Profile

Andreas Tolias Skills & Research Interests

systems neuroscience

computational neuroscience

machine learning

artificial intelligence

Top articles of Andreas Tolias

Title

Journal

Author(s)

Publication Date

Energy guided diffusion for generating neurally exciting images

Advances in Neural Information Processing Systems

Pawel Pierzchlewicz

Konstantin Willeke

Arne Nix

Pavithra Elumalai

Kelli Restivo

...

2024/2/13

Patch-seq: Multimodal Profiling of Single-Cell Morphology, Electrophysiology, and Gene Expression

Cathryn R Cadwell

Andreas S Tolias

2024/1/10

Most discriminative stimuli for functional cell type clustering

arXiv preprint arXiv:2401.05342

Max F Burg

Thomas Zenkel

Michaela Vystrčilová

Jonathan Oesterle

Larissa Höfling

...

2023/11/29

Grand Challenges at the Interface of Engineering and Medicine

IEEE Open Journal of Engineering in Medicine and Biology

Shankar Subramaniam

Metin Akay

Mark A Anastasio

Vasudev Bailey

David Boas

...

2024/2/21

Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system

Advances in Neural Information Processing Systems

Suhas Shrinivasan

Konstantin-Klemens Lurz

Kelli Restivo

George Denfield

Andreas Tolias

...

2024/2/13

Combined statistical-mechanistic modeling links ion channel genes to physiology of cortical neuron types

Jakob H Macke

Philipp Berens

Dimitry Kobak

Andreas S Tolias

Federico Scala

...

2023/3/2

Towards a foundation model of the mouse visual cortex

bioRxiv

Eric Y Wang

Paul G Fahey

Kayla Ponder

Zhuokun Ding

Andersen Chang

...

2023/3/24

Decoding depression severity from intracranial neural activity

Biological psychiatry

Jiayang Xiao

Nicole R Provenza

Joseph Asfouri

John Myers

Raissa K Mathura

...

2023/9/15

Cell-type-specific inhibitory circuitry from a connectomic census of mouse visual cortex

bioRxiv

Casey M Schneider-Mizell

Agnes Bodor

Derrick Brittain

JoAnn Buchanan

Daniel J Bumbarger

...

2023/1/24

Catalyzing next-generation artificial intelligence through neuroai

Anthony Zador

Sean Escola

Blake Richards

Bence Ölveczky

Yoshua Bengio

...

2023/3/22

Asymmetric distribution of color-opponent response types across mouse visual cortex supports superior color vision in the sky

bioRxiv

Katrin Franke

Chenchen Cai

Kayla Ponder

Jiakun Fu

Sacha Sokoloski

...

2023/6/5

Deep learning-driven characterization of single cell tuning in primate visual area V4 unveils topological organization

bioRxiv

Konstantin F Willeke

Kelli Restivo

Katrin Franke

Arne F Nix

Santiago A Cadena

...

2023

Bipartite invariance in mouse primary visual cortex

bioRxiv

Zhiwei Ding

Dat T Tran

Kayla Ponder

Erick Cobos

Zhuokun Ding

...

2023/3/16

The Dynamic Sensorium competition for predicting large-scale mouse visual cortex activity from videos

ArXiv

Polina Turishcheva

Paul G Fahey

Laura Hansel

Rachel Froebe

Kayla Ponder

...

2023/5/31

Generalization properties of contrastive world models

arXiv preprint arXiv:2401.00057

Kandan Ramakrishnan

R James Cotton

Xaq Pitkow

Andreas S Tolias

2023/12/29

NEURD: A mesh decomposition framework for automated proofreading and morphological analysis of neuronal EM reconstructions

bioRxiv

Brendan Celii

Stelios Papadopoulos

Zhuokun Ding

Paul G Fahey

Eric Wang

...

2023

Pattern completion and disruption characterize contextual modulation in mouse visual cortex

bioRxiv

Jiakun Fu

Suhas Shrinivasan

Kayla Ponder

Taliah Muhammad

Zhuokun Ding

...

2023/3/14

NEURD: automated proofreading and feature extraction for connectomics

BioRxiv

Brendan Celii

Stelios Papadopoulos

Zhuokun Ding

Paul G Fahey

Eric Wang

...

2023/3/29

Continual learning: Applications and the road forward

arXiv preprint arXiv:2311.11908

Eli Verwimp

Shai Ben-David

Matthias Bethge

Andrea Cossu

Alexander Gepperth

...

2023/11/20

Functional connectomics reveals general wiring rule in mouse visual cortex

bioRxiv

Zhuokun Ding

Paul G Fahey

Stelios Papadopoulos

Eric Y Wang

Brendan Celii

...

2023/3/14

See List of Professors in Andreas Tolias University(Baylor College of Medicine)

Co-Authors

H-index: 110
David A. McCormick

David A. McCormick

University of Oregon

H-index: 93
Brian Wandell

Brian Wandell

Stanford University

H-index: 62
Rickard Sandberg

Rickard Sandberg

Karolinska Institutet

H-index: 40
Philipp Berens

Philipp Berens

Eberhard Karls Universität Tübingen

H-index: 36
Alexander S. Ecker

Alexander S. Ecker

Georg-August-Universität Göttingen

H-index: 35
Jakob Macke

Jakob Macke

Eberhard Karls Universität Tübingen

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