Geethan Karunaratne

In-memory hyperdimensional computing

Geethan Karunaratne, Manuel Le Gallo, Giovanni Cherubini et al. · Nature Electronics · 2020 · 274 citations · Full text

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference

Manuel Le Gallo, Riduan Khaddam-Aljameh, Miloš Stanisavljević et al. · Nature Electronics · 2023 · 265 citations · Full text

Engineering, Computer Engineering, Computer Science +16

Constrained Few-shot Class-incremental Learning

Michael Hersche, Geethan Karunaratne, Giovanni Cherubini et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 154 citations · Full text

Computing, Computer Science, Computer Vision +14

HERMES-Core—A 1.59-TOPS/mm ² PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs

Riduan Khaddam-Aljameh, Miloš Stanisavljević, Jordi Fornt et al. · IEEE Journal of Solid-State Circuits · 2022 · 127 citations · Full text

Engineering, Computer Engineering, Electrical Engineering +15

Mixed-Precision Deep Learning Based on Computational Memory

S. R. Nandakumar, Manuel Le Gallo, Christophe Piveteau et al. · Frontiers in Neuroscience · 2020 · 117 citations · Full text

Computing, Computer Engineering, Computer Science +16