Demonstration of transformer-based ALBERT model on a 14nm analog AI inference chip
- An Chen
- Stefano Ambrogio
- et al.
- 2025
- Nature Communications
Paper
Publications
25 results for Malte J. Rasch
Assessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- ISCAS 2025
Conference paperAssessing the Performance of Analog Training for Transfer Learning
- Omobayode Fagbohungbe
- Corey Lammie
- et al.
- 2025
- IEEE Transactions on Circuits and Systems II Express Briefs
PaperFast and robust analog in-memory deep neural network training
- Malte J. Rasch
- Fabio Carta
- et al.
- 2024
- Nature Communications
PaperAnalog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm
- Tommaso Stecconi
- Valeria Bragaglia
- et al.
- 2024
- Nano Letters
PaperHardware-aware training for large-scale and diverse deep learning inference workloads using in-memory computing-based accelerators
- Malte J. Rasch
- Charles Mackin
- et al.
- 2023
- Nature Communications
PaperA 64-core mixed-signal in-memory compute chip based on phase-change memory for deep neural network inference
- Manuel Le Gallo
- Riduan Khaddam-Aljameh
- et al.
- 2023
- Nature Electronics
PaperAnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- Hadjer Benmeziane
- Corey Lammie
- et al.
- 2023
- EDGE 2023
Conference paperArchitectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited)
- Shubham Jain
- Ching-Tzu Chen
- et al.
- 2023
- ISCAS 2023
Conference paperOptimization of Projected Phase Change Memory for Analog In-Memory Computing Inference
- Ning Li
- Charles Mackin
- et al.
- 2023
- Advanced Materials
Paper