End-to-End Implementation of a Convolutional Neural Network on a 3D-Integrated Image Sensor with Macropixel Array

por Lepecq, Maria, Dalgaty, Thomas, Fabre, William, Chevobbe, Stéphane
Publicado 2023

Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models

por Dalgaty, Thomas, Miller, John P., Vianello, Elisa, Casas, Jérôme
Publicado 2021

Self-organization of an inhomogeneous memristive hardware for sequence learning

por Payvand, Melika, Moro, Filippo, Nomura, Kumiko, Dalgaty, Thomas, Vianello, Elisa, Nishi, Yoshifumi, Indiveri, Giacomo
Publicado 2022

Author Correction: Self-organization of an inhomogeneous memristive hardware for sequence learning

por Payvand, Melika, Moro, Filippo, Nomura, Kumiko, Dalgaty, Thomas, Vianello, Elisa, Nishi, Yoshifumi, Indiveri, Giacomo
Publicado 2022

Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks

por Bonnet, Djohan, Hirtzlin, Tifenn, Majumdar, Atreya, Dalgaty, Thomas, Esmanhotto, Eduardo, Meli, Valentina, Castellani, Niccolo, Martin, Simon, Nodin, Jean-François, Bourgeois, Guillaume, Portal, Jean-Michel, Querlioz, Damien, Vianello, Elisa
Publicado 2023

Neuromorphic object localization using resistive memories and ultrasonic transducers

por Moro, Filippo, Hardy, Emmanuel, Fain, Bruno, Dalgaty, Thomas, Clémençon, Paul, De Prà, Alessio, Esmanhotto, Eduardo, Castellani, Niccolò, Blard, François, Gardien, François, Mesquida, Thomas, Rummens, François, Esseni, David, Casas, Jérôme, Indiveri, Giacomo, Payvand, Melika, Vianello, Elisa
Publicado 2022