Publications

25 results for Athanasios Vasilopoulos

The inherent adversarial robustness of analog in-memory computing
- - Corey Lammie
  - Julian Büchel
  - et al.
- 2025
- Nature Communications
Paper
Rapid learning with phase-change memory-based in-memory computing through learning-to-learn
- - Thomas Ortner
  - Horst Petschenig
  - et al.
- 2025
- Nature Communications
Paper
Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing
- - Julian Büchel
  - Athanasios Vasilopoulos
  - et al.
- 2025
- Nat. Comput. Sci.
Paper
Kernel approximation using analogue in-memory computing
- - Julian Büchel
  - Giacomo Camposampiero
  - et al.
- 2024
- Nature Machine Intelligence
Paper
Multi-Task Neural Network Mapping onto Analog-Digital Heterogeneous Accelerators
- - Hadjer Benmeziane
  - Corey Liam Lammie
  - et al.
- 2024
- NeurIPS 2024
Workshop paper
Heterogeneous Embedded Neural Processing Units Utilizing PCM-based Analog In-Memory Computing
- - Irem Boybat-Kara
  - Thomas Boesch
  - et al.
- 2024
- IEDM 2024
Invited talk
Demonstration of 4-quadrant analog in-memory matrix multiplication in a single modulation
- - Manuel Le Gallo
  - Oscar Hrynkevych
  - et al.
- 2024
- npj Unconv. Comput.
Paper
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
- - Corey Liam Lammie
  - A. Vasilopoulos
  - et al.
- 2024
- ISCAS 2024
Conference paper
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
- - Elena Ferro
  - A. Vasilopoulos
  - et al.
- 2024
- ISCAS 2024
Conference paper
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- - Geoffrey Burr
  - Sidney Tsai
  - et al.
- 2023
- IEDM 2023
Invited talk