Publications

115 results for Manuel Le Gallo-Bourdeau

Analog In-Memory Computing for Large Language Model Inference: Opportunities and Challenges
- - A. Vasilopoulos
  - Hadjer Benmeziane
  - et al.
- 2026
- IMW 2026
Conference paper
A 1.92μm Pitch Current-Controlled Oscillator ADC Array Featuring Charge-Injection-Based Two-Stage Conversion for In-Memory Computing
- - David Iselin
  - Kyeongwon Jeong
  - et al.
- 2026
- CICC 2026
Conference paper
Efficient transformer adaptation for analog in-memory computing using low-rank adapters
- - Chen Li
  - Elena Ferro
  - et al.
- 2026
- Neuromorph. Comput. Eng.
Paper
In-memory Computing Approaches for Large Language Model Acceleration
- - Manuel Le Gallo
- 2025
- IEDM 2025
Tutorial
Analog Foundation Models
- - Julian Büchel
  - Iason Chalas
  - et al.
- 2025
- NeurIPS 2025
Conference paper
Simulating the Training and Inference of Analog In-Memory Computing Systems
- - Manuel Le Gallo
- 2025
- SISPAD 2025
Workshop paper
Deep learning software stacks for analogue in-memory computing-based accelerators
- - Corey Liam Lammie
  - Hadjer Benmeziane
  - et al.
- 2025
- Nat. Rev. Electr. Eng.
Paper
Deep Neural Network Inference with Analog In-Memory Computing
- - Manuel Le Gallo
- 2025
- PASC 2025
Invited talk
In-Memory Computing for Deep Learning Inference: An Overview and Future Prospects
- - Manuel Le Gallo
- 2025
- ISMC 2025
Invited talk
A framework for analog-digital mixed-precision neural network training and inference
- - Athanasios Vasilopoulos
  - Emma Boulharts
  - et al.
- 2025
- ISCAS 2025
Conference paper