Publications by authors named "Eva Dyer"

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Know Thyself by Knowing Others: Learning Neuron Identity from Population Context.
Vinam Arora, Divyansha Lachi, Ian J Knight, Mehdi Azabou, Blake Richards, Eva L Dyer

ArXiv· December 2025

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Neurons throughout the brain embed robust signatures of their anatomical location into spike trains.
Gemechu Bekele Tolossa, Aidan M Schneider, Eva Dyer, Keith B Hengen

Elife· June 2025

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Neural Encoding and Decoding at Scale.
Yizi Zhang, Yanchen Wang, Mehdi Azabou, Alexandre Andre, Zixuan Wang, Eva Dyer

ArXiv· May 2025

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In vivo cell-type and brain region classification via multimodal contrastive learning.
Han Yu, Hanrui Lyu, Ethan Yixun Xu, Charlie Windolf, Eric Kenji Lee, Eva L Dyer

bioRxiv· April 2025

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Failure in a population: Tauopathy disrupts homeostatic set-points in emergent dynamics despite stability in the constituent neurons.
James N McGregor, Clayton A Farris, Sahara Ensley, Aidan Schneider, Leandro J Fosque, Eva L Dyer

Neuron· November 2024

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A nonoscillatory, millisecond-scale embedding of brain state provides insight into behavior.
David F Parks, Aidan M Schneider, Yifan Xu, Samuel J Brunwasser, Samuel Funderburk, Eva L Dyer

Nat Neurosci· September 2024

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Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution.
Yizi Zhang, Yanchen Wang, Donato Jiménez Benetó, Zixuan Wang, Mehdi Azabou, Eva Dyer

ArXiv· July 2024

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Towards a "universal translator" for neural dynamics at single-cell, single-spike resolution.
Yizi Zhang, Yanchen Wang, Donato M Jiménez-Benetó, Zixuan Wang, Mehdi Azabou, Eva Dyer

Adv Neural Inf Process Syst· January 2024

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Label-free imaging of nuclear membrane for analysis of nuclear import of viral complexes.
Andrew Ten Eyck, Yen-Cheng Chen, Levi Gifford, Dariana Torres-Rivera, Eva L Dyer

J Virol Methods· December 2023

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Why the simplest explanation isn't always the best.
Eva L Dyer, Konrad Kording

Proc Natl Acad Sci U S A· December 2023

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A Unified, Scalable Framework for Neural Population Decoding.
Mehdi Azabou, Vinam Arora, Venkataramana Ganesh, Ximeng Mao, Santosh Nachimuthu, Eva L Dyer

ArXiv· October 2023

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Tauopathy severely disrupts homeostatic set-points in emergent neural dynamics but not in the activity of individual neurons.
James N McGregor, Clayton A Farris, Sahara Ensley, Aidan Schneider, Chao Wang, Eva L Dyer

bioRxiv· September 2023

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Half-Hop: A graph upsampling approach for slowing down message passing.
Mehdi Azabou, Venkataramana Ganesh, Shantanu Thakoor, Chi-Heng Lin, Lakshmi Sathidevi, Eva L Dyer

Proc Mach Learn Res· July 2023

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A non-oscillatory, millisecond-scale embedding of brain state provides insight into behavior.
David F Parks, Aidan M Schneider, Yifan Xu, Samuel J Brunwasser, Samuel Funderburk, Eva L Dyer

bioRxiv· June 2023

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De novo evolution of macroscopic multicellularity.
G Ozan Bozdag, Seyed Alireza Zamani-Dahaj, Thomas C Day, Penelope C Kahn, Anthony J Burnetti, Eva L Dyer

Nature· May 2023

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Aligning latent representations of neural activity.
Max Dabagia, Konrad P Kording, Eva L Dyer

Nat Biomed Eng· April 2023

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Transcriptomic cell type structures in vivo neuronal activity across multiple timescales.
Aidan Schneider, Mehdi Azabou, Louis McDougall-Vigier, David F Parks, Sahara Ensley, Eva L Dyer

Cell Rep· April 2023

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Detecting change points in neural population activity with contrastive metric learning.
Carolina Urzay, Nauman Ahad, Mehdi Azabou, Aidan Schneider, Geethika Atamkuri, Eva L Dyer

Int IEEE EMBS Conf Neural Eng· April 2023

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Learning signatures of decision making from many individuals playing the same game.
Michael J Mendelson, Mehdi Azabou, Suma Jacob, Nicola Grissom, David Darrow, Eva L Dyer

Int IEEE EMBS Conf Neural Eng· April 2023

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Learning signatures of decision making from many individuals playing the same game.
Michael J Mendelson, Mehdi Azabou, Suma Jacob, Nicola Grissom, David Darrow, Eva L Dyer

ArXiv· February 2023

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Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers.
Ran Liu, Mehdi Azabou, Max Dabagia, Jingyun Xiao, Eva L Dyer

Adv Neural Inf Process Syst· December 2022

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MTNeuro: A Benchmark for Evaluating Representations of Brain Structure Across Multiple Levels of Abstraction.
Jorge Quesada, Lakshmi Sathidevi, Ran Liu, Nauman Ahad, Joy M Jackson, Eva L Dyer

Adv Neural Inf Process Syst· January 2022

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Drop, Swap, and Generate: A Self-Supervised Approach for Generating Neural Activity.
Ran Liu, Mehdi Azabou, Max Dabagia, Chi-Heng Lin, Mohammad Gheshlaghi Azar, Eva L Dyer

Adv Neural Inf Process Syst· December 2021

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Bayesian Optimization for Modular Black-Box Systems with Switching Costs.
Chi-Heng Lin, Joseph D Miano, Eva L Dyer

Proc Mach Learn Res· July 2021

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Making transport more robust and interpretable by moving data through a small number of anchor points.
Chi-Heng Lin, Mehdi Azabou, Eva L Dyer

Proc Mach Learn Res· July 2021

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