Publications

102 results for Manuel Le Gallo-Bourdeau

Deep Neural Network Inference with Analog In-Memory Computing
- - Manuel Le Gallo
- 2025
- PASC 2025
In-Memory Computing for Deep Learning Inference: An Overview and Future Prospects
- - Manuel Le Gallo
- 2025
- ISMC 2025
The Inherent Adversarial Robustness of Analog In-Memory Computing
- - Corey Liam Lammie
  - Julian Büchel
  - et al.
- 2025
- Nature Communications
Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing
- - Julian Büchel
  - A. Vasilopoulos
  - et al.
- 2025
- Nat. Comput. Sci.
Kernel approximation using analogue in-memory computing
- - Julian Büchel
  - Giacomo Camposampiero
  - et al.
- 2024
- Nature Machine Intelligence
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- - Hadjer Benmeziane
  - Corey Liam Lammie
  - et al.
- 2024
- NeurIPS 2024
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- - Julian Büchel
  - William Simon
  - et al.
- 2024
- NeurIPS 2024
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- - Irem Boybat-Kara
  - Thomas Boesch
  - et al.
- 2024
- IEDM 2024
Roadmap to neuromorphic computing with emerging technologies
- - Adnan Mehonic
  - Daniele Ielmini
  - et al.
- 2024
- APL Materials
Demonstration of 4-quadrant analog in-memory matrix multiplication in a single modulation
- - Manuel Le Gallo
  - Oscar Hrynkevych
  - et al.
- 2024
- npj Unconv. Comput.