Analog Foundation Models
- Julian Büchel
- Iason Chalas
- et al.
- 2025
- NeurIPS 2025
Conference paper
Publications
23 results for Julian Büchel
Analogue speech recognition based on physical computing
- Mohamadreza Zolfagharinejad
- Julian Büchel
- et al.
- 2025
- Nature
PaperDeep learning software stacks for analogue in-memory computing-based accelerators
- Corey Liam Lammie
- Hadjer Benmeziane
- et al.
- 2025
- Nat. Rev. Electr. Eng.
PaperA framework for analog-digital mixed-precision neural network training and inference
- Athanasios Vasilopoulos
- Emma Boulharts
- et al.
- 2025
- ISCAS 2025
Conference paperLive Demonstration: Automated DNN Deployment on the IBM HERMES Project Chip
- Corey Lammie
- Julian Büchel
- et al.
- 2025
- ISCAS 2025
Demo paperAnalog AI Accelerators for Transformer-based Language Models: Hardware, Workload, and Power Performance
- H. Tsai
- H. Benmeziane
- et al.
- 2025
- IMW 2025
Conference paperAnalog-AI Hardware Accelerators for low-latency Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2025
- CICC 2025
Invited talkThe inherent adversarial robustness of analog in-memory computing
- Corey Lammie
- Julian Büchel
- et al.
- 2025
- Nature Communications
PaperEfficient 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.
PaperKernel approximation using analogue in-memory computing
- Julian Büchel
- Giacomo Camposampiero
- et al.
- 2024
- Nature Machine Intelligence
Paper