Thomas Dalgaty

In situ learning using intrinsic memristor variability via Markov chain Monte Carlo sampling

Thomas Dalgaty, N. Castellani, Clément Turck et al. · Nature Electronics · 2021 · 177 citations

Engineering, Machine Learning, Computational Neuroscience +9

High-Density 3D Monolithically Integrated Multiple 1T1R Multi-Level-Cell for Neural Networks

Eduardo Esmanhotto, Laurent Brunet, N. Castellani et al. · 2020 · 50 citations · Full text

Engineering, Device Integration, Computer Architecture +17

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

Djohan Bonnet, Tifenn Hirtzlin, Atreya Majumdar et al. · Nature Communications · 2023 · 50 citations · Full text

High Accuracy, Engineering, Machine Learning +12

Processing EMG signals using reservoir computing on an event-based neuromorphic system

Elisa Donati, Melika Payvand, Nicoletta Risi et al. · 2018 · 48 citations

Engineering, Wearable Technology, Neurochip +20

Neuromorphic object localization using resistive memories and ultrasonic transducers

Filippo Moro, Emmanuel Hardy, Bruno Fain et al. · Nature Communications · 2022 · 47 citations · Full text