logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
T

Thomas Dalgaty

Université Grenoble Alpes

15H-index
47Paper Count
776Citation Count
Published Papers 14
Publication Date
logo
Memristors for Bayesian in-memory computing
errNature Materials
IF38.5
err2025-11-13
err0
PREAI
errThomas Dalgaty; Elisa Vianello; Damien Querlioz
errShare
errSave
Bayesian continual learning and forgetting in neural networks
errNature Communications
IF15.7
err2025-10-30
err0
errOAAI
errDjohan Bonnet; Kellian Cottart; Tifenn Hirtzlin; Tarcisius Januel; Thomas Dalgaty; Elisa Vianello; Damien Querlioz
errShare
errSave
Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems
errNATURE COMMUNICATIONS
IF15.7
err2024-01-02
err13
errOAAI
errDalgaty, Thomas; Moro, Filippo; Demirag, Yigit; De Pra, Alessio; Indiveri, Giacomo; Vianello, Elisa; Payvand, Melika
errShare
errSave
Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks
errNATURE COMMUNICATIONS
IF15.7
err2023-11-20
err10
errOAAI
errBonnet, Djohan; Hirtzlin, Tifenn; Majumdar, Atreya; Dalgaty, Thomas; Esmanhotto, Eduardo; Meli, Valentina; Castellani, Niccolo; Martin, Simon; Nodin, Jean-Francois; Bourgeois, Guillaume; Portal, Jean-Michel; Querlioz, Damien; Vianello, Elisa
errShare
errSave
End-to-End Implementation of a Convolutional Neural Network on a 3D-Integrated Image Sensor with Macropixel Array
errSENSORS
IF3.5
err2023-02-08
err3
errOAAI
errLepecq, Maria; Dalgaty, Thomas; Fabre, William; Chevobbe, Stephane
errShare
errSave
Self-organization of an inhomogeneous memristive hardware for sequence learning (vol 13, 5793, 2022)
errNATURE COMMUNICATIONS
IF15.7
err2022-10-31
err0
errOAAI
errPayvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo
errShare
errSave
Self-organization of an inhomogeneous memristive hardware for sequence learning
errNATURE COMMUNICATIONS
IF15.7
err2022-10-02
err16
errOAAI
errPayvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo
errShare
errSave
Neuromorphic object localization using resistive memories and ultrasonic transducers
errNATURE COMMUNICATIONS
IF15.7
err2022-06-18
err26
errOAAI
errMoro, Filippo; Hardy, Emmanuel; Fain, Bruno; Dalgaty, Thomas; Clemencon, Paul; De Pra, Alessio; Esmanhotto, Eduardo; Castellani, Niccolo; Blard, Francois; Gardien, Francois; Mesquida, Thomas; Rummens, Francois; Esseni, David; Casas, Jerome; Indiveri, Giacomo; Payvand, Melika; Vianello, Elisa
errShare
errSave
Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory-Based Inference Hardware
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2021-05-20
err20
errOAAI
errDalgaty, Thomas; Esmanhotto, Eduardo; Castellani, Niccolo; Querlioz, Damien; Vianello, Elisa
errShare
errSave
Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2021-02-23
err2
errOAAI
errDalgaty, Thomas; Miller, John P.; Vianello, Elisa; Casas, Jerome
errShare
errSave
In situ learning using intrinsic memristor variability via Markov chain Monte Carlo sampling
errNATURE ELECTRONICS
IF40.9
err2021-01-18
err114
PREAI
errDalgaty, Thomas; Castellani, Niccolo; Turck, Clement; Harabi, Kamel-Eddine; Querlioz, Damien; Vianello, Elisa
errShare
errSave
Hybrid neuromorphic circuits exploiting non-conventional properties of RRAM for massively parallel local plasticity mechanisms
errAPL MATERIALS
IF4.5
err2019-08-29
err28
errOAAI
errDalgaty, Thomas; Payvand, Melika; Moro, Filippo; Ly, Denys R. B.; Pebay-Peyroula, Florian; Casas, Jerome; Indiveri, Giacomo; Vianello, Elisa
errShare
errSave
Insect-inspired neuromorphic computing
errCURRENT OPINION IN INSECT SCIENCE
IF4.8
err2018-12-01
err15
PREAI
errDalgaty, Thomas; Vianello, Elisa; De Salvo, Barbara; Casas, Jerome
errShare
errSave
Monolayer Graphene Coupled to a Flexible Plasmonic Nanograting for Ultrasensitive Strain Monitoring
errSMALL
IF12.1
err2018-06-07
err23
errOAAI
errTiefenauer, Raphael F.; Dalgaty, Thomas; Keplinger, Tobias; Tian, Tian; Shih, Chih-Jen; Voros, Janos; Aramesh, Morteza
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
János Vörös
H-index: 66 · Papers: 319
G
Giacomo Indiveri
H-index: 57 · Papers: 506
J
Jérôme Casas
H-index: 51 · Papers: 373
D
David Esseni
H-index: 45 · Papers: 402
D
Damien Querlioz
H-index: 44 · Papers: 307
View more