A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
- Michael Hersche
- Mustafa Zeqiri
- et al.
- 2023
- Nature Machine Intelligence
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Robust high-dimensional memory-augmented neural networks
- Geethan Karunaratne
- Manuel Schmuck
- et al.
- 2021
- Nature Communications
In-memory factorization of holographic perceptual representations
- Jovin Langenegger
- Geethan Karunaratne
- et al.
- 2023
- Nature Nanotechnology
A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition
- Ali Moin
- Andy Zhou
- et al.
- 2020
- Nature Electronics
In-memory hyperdimensional computing
- Geethan Karunaratne
- Manuel Le Gallo
- et al.
- 2020
- Nature Electronics
In-memory Realization of In-situ Few-shot Continual Learning with a Dynamically Evolving Explicit Memory
- G. Karunaratne
- M. Hersche
- et al.
- 2022
- ESSDERC/ESSCIRC 2022
Constrained Few-shot Class-incremental Learning
- Michael Hersche
- Geethan Karunaratne
- et al.
- 2022
- CVPR 2022
Wireless On-Chip Communications for Scalable In-memory Hyperdimensional Computing
- Robert Guirado
- Abbas Rahimi
- et al.
- 2022
- IJCNN 2022
Assessing robustness of hyperdimensional computing against errors in associative memory: (Invited paper)
- Sizhe Zhang
- Ruixuan Wang
- et al.
- 2021
- ASAP 2021
Real-Time Language Recognition using Hyperdimensional Computing on Phase-change Memory Array
- Geethan Karunaratne
- Abbas Rahimi
- et al.
- 2021
- AICAS 2021