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Thomas Dalgaty

In situ learning using intrinsic memristor variability via Markov chain Monte Carlo sampling
2021 · Thomas Dalgaty, Niccolo Castellani, et al. · Nature Electronics · 190
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Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks
2023 · Djohan Bonnet, Tifenn Hirtzlin, et al. · Nature Communications · 83
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Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems
2024 · Thomas Dalgaty, Filippo Moro, et al. · Nature Communications · 69
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High-Density 3D Monolithically Integrated Multiple 1T1R Multi-Level-Cell for Neural Networks
2020 · E. Esmanhotto, L. Brunet, et al. · Technical digest - International Electron Devices Meeting/Technical digest · 56
Neuromorphic object localization using resistive memories and ultrasonic transducers
2022 · Filippo Moro, Emmanuel Hardy, et al. · Nature Communications · 55
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Processing EMG signals using reservoir computing on an event-based neuromorphic system
2018 · Elisa Donati, Melika Payvand, et al. · IEEE Biomedical Circuits and Systems Conference (BioCAS) · 44
Hybrid neuromorphic circuits exploiting non-conventional properties of RRAM for massively parallel local plasticity mechanisms
2019 · Thomas Dalgaty, Melika Payvand, et al. · APL Materials · 43
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Self-organization of an inhomogeneous memristive hardware for sequence learning
2022 · Melika Payvand, Filippo Moro, et al. · Nature Communications · 42
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Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory‐Based Inference Hardware
2021 · Thomas Dalgaty, Eduardo Esmanhotto, et al. · Advanced Intelligent Systems · 38
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PCM-Trace: Scalable Synaptic Eligibility Traces with Resistivity Drift of Phase-Change Materials
2021 · Yigit Demirag, Filippo Moro, et al. · IEEE International Symposium on Circuits and Systems proceedings · 35
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Novel 1T2R1T RRAM-based Ternary Content Addressable Memory for Large Scale Pattern Recognition
2019 · D. R. B. Ly, J-P. Noel, et al. · Technical digest - International Electron Devices Meeting/Technical digest · 34
Monolayer Graphene Coupled to a Flexible Plasmonic Nanograting for Ultrasensitive Strain Monitoring
2018 · Raphael F. Tiefenauer, Thomas Dalgaty, et al. · Small · 28
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Analog Weight Updates with Compliance Current Modulation of Binary ReRAMs for On-Chip Learning
2020 · Melika Payvand, Yigit Demirag, et al. · IEEE International Symposium on Circuits and Systems proceedings · 27
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Insect-inspired neuromorphic computing
2018 · Thomas Dalgaty, Elisa Vianello, et al. · Current Opinion in Insect Science · 25
Hybrid CMOS-RRAM Neurons with Intrinsic Plasticity
2019 · Thomas Dalgaty, Melika Payvand, et al. · IEEE International Symposium on Circuits and Systems proceedings · 22
Bayesian continual learning and forgetting in neural networks
2025 · Djohan Bonnet, Kellian Cottart, et al. · Nature Communications · 21
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HUGNet: Hemi-Spherical Update Graph Neural Network applied to low-latency event-based optical flow
2023 · Thomas Dalgaty, Thomas Mesquida, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 19
Hardware calibrated learning to compensate heterogeneity in analog RRAM-based Spiking Neural Networks
2022 · Filippo Moro, E. Esmanhotto, et al. · IEEE International Symposium on Circuits and Systems proceedings · 18
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Insect-Inspired Elementary Motion Detection Embracing Resistive Memory and Spiking Neural Networks
2018 · Thomas Dalgaty, Elisa Vianello, et al. · Lecture notes in computer science · 15
Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models
2021 · Thomas Dalgaty, John P. Miller, et al. · Frontiers in Neuroscience · 12
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The CNN vs. SNN Event-camera Dichotomy and Perspectives For Event-Graph Neural Networks
2023 · Thomas Dalgaty, Thomas Mesquida, et al. · Design, Automation, and Test in Europe · 9
Entropy source characterization in HfO2 RRAM for TRNG applications
2020 · Florian Pebay-Peyroula, Thomas Dalgaty, et al. · International Conference on Design & Technology of Integrated Systems in Nanoscale Era (DTIS) · 8
End-to-End Implementation of a Convolutional Neural Network on a 3D-Integrated Image Sensor with Macropixel Array
2023 · Maria Lepecq, Thomas Dalgaty, et al. · Sensors · 7
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Role of synaptic variability in spike-based neuromorphic circuits with unsupervised learning
2018 · D. R. B. Ly, A. Grossi, et al. · IEEE International Symposium on Circuits and Systems proceedings · 7
Graph Neural Network Combining Event Stream and Periodic Aggregation for Low-Latency Event-Based Vision
2025 · Manon Dampfhoffer, Thomas Mesquida, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 6
Works count: 48
Citation count: 947
H-index: 18
I10-index: 20
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