The Inherent Adversarial Robustness of Analog In-Memory Computing
- 2025
- Nature Communications
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16 results for Julian Büchel
Efficient Scaling of Large Language Models with Mixture of Experts and 3D Analog In-Memory Computing
- 2025
- Nat. Comput. Sci.
Kernel approximation using analogue in-memory computing
- Julian Büchel
- Giacomo Camposampiero
- et al.
- 2024
- Nature Machine Intelligence
AIHWKIT-Lightning: A Scalable HW-Aware Training Toolkit for Analog In-Memory Computing
- 2024
- NeurIPS 2024
Analog AI as a Service: A Cloud Platform for In-Memory Computing
- Kaoutar El Maghraoui
- Kim Tran
- et al.
- 2024
- SSE 2024
Improving the Accuracy of Analog-Based In-Memory Computing Accelerators Post-Training
- 2024
- ISCAS 2024
Design of Analog-AI Hardware Accelerators for Transformer-based Language Models (Invited)
- Geoffrey Burr
- Sidney Tsai
- et al.
- 2023
- IEDM 2023
In-Memory Compute Chips with Carbon-based Projected Phase-Change Memory Devices
- G.S. Syed
- K. Brew
- et al.
- 2023
- IEDM 2023
Programming Weights to Analog In-Memory Computing Cores by Direct Minimization of the Matrix-Vector Multiplication Error
- 2023
- IEEE JESTCS
Using the IBM Analog In-Memory Hardware Acceleration Kit for Neural Network Training and Inference
- 2023
- APL Mach. Learn.