Publications by authors named "Thomas Dalgaty"

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Memristors for Bayesian in-memory computing.
Thomas Dalgaty, Elisa Vianello, Damien Querlioz

Nat Mater· November 2025

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Bayesian continual learning and forgetting in neural networks.
Djohan Bonnet, Kellian Cottart, Tifenn Hirtzlin, Tarcisius Januel, Thomas Dalgaty

Nat Commun· October 2025

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Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems.
Thomas Dalgaty, Filippo Moro, Yiğit Demirağ, Alessio De Pra, Giacomo Indiveri

Nat Commun· January 2024

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Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks.
Djohan Bonnet, Tifenn Hirtzlin, Atreya Majumdar, Thomas Dalgaty, Eduardo Esmanhotto

Nat Commun· November 2023

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End-to-End Implementation of a Convolutional Neural Network on a 3D-Integrated Image Sensor with Macropixel Array.
Maria Lepecq, Thomas Dalgaty, William Fabre, Stéphane Chevobbe

Sensors (Basel)· February 2023

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Self-organization of an inhomogeneous memristive hardware for sequence learning.
Melika Payvand, Filippo Moro, Kumiko Nomura, Thomas Dalgaty, Elisa Vianello

Nat Commun· October 2022

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Author Correction: Self-organization of an inhomogeneous memristive hardware for sequence learning.
Melika Payvand, Filippo Moro, Kumiko Nomura, Thomas Dalgaty, Elisa Vianello

Nat Commun· October 2022

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Neuromorphic object localization using resistive memories and ultrasonic transducers.
Filippo Moro, Emmanuel Hardy, Bruno Fain, Thomas Dalgaty, Paul Clémençon

Nat Commun· June 2022

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Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models.
Thomas Dalgaty, John P Miller, Elisa Vianello, Jérôme Casas

Front Neurosci· February 2021

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Insect-inspired neuromorphic computing.
Thomas Dalgaty, Elisa Vianello, Barbara De Salvo, Jerome Casas

Curr Opin Insect Sci· December 2018

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Monolayer Graphene Coupled to a Flexible Plasmonic Nanograting for Ultrasensitive Strain Monitoring.
Raphael F Tiefenauer, Thomas Dalgaty, Tobias Keplinger, Tian Tian, Chih-Jen Shih

Small· July 2018

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