Julian Büchel

A 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference

Manuel Le Gallo, Riduan Khaddam-Aljameh, Miloš Stanisavljević et al. · Nature Electronics · 2023 · 234 citations · Full text

Engineering, Hardware Acceleration, Computer Engineering +8

Using the IBM analog in-memory hardware acceleration kit for neural network training and inference

Manuel Le Gallo, Corey Lammie, Julian Büchel et al. · APL Machine Learning · 2023 · 52 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +16

ML-HW Co-Design of Noise-Robust TinyML Models and Always-On Analog Compute-in-Memory Edge Accelerator

Chuteng Zhou, Fernando Garćıa-Redondo, Julian Büchel et al. · IEEE Micro · 2022 · 29 citations

Engineering, Vlsi Design, Conductance Drift +19

Efficient scaling of large language models with mixture of experts and 3D analog in-memory computing

Julian Büchel, Athanasios Vasilopoulos, William Simon et al. · Nature Computational Science · 2025 · 18 citations

Gradient descent-based programming of analog in-memory computing cores

Julian Büchel, Athanasios Vasilopoulos, Benedikt Kersting et al. · 2022 International Electron Devices Meeting (IEDM) · 2022 · 16 citations · Full text

Electrical Engineering, Gradient Descent, Engineering +14