Publications

22 results for Malte J. Rasch

Fast and robust analog in-memory deep neural network training
- - Malte J. Rasch
  - Fabio Carta
  - et al.
- 2024
- Nature Communications
Analog Resistive Switching Devices for Training Deep Neural Networks with the Novel Tiki-Taka Algorithm
- - Tommaso Stecconi
  - Valeria Bragaglia
  - et al.
- 2024
- Nano Letters
Hardware-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
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
  - et al.
- 2023
- Nature Electronics
AnalogNAS: A Neural Network Design Framework for Accurate Inference with Analog In-Memory Computing
- - Hadjer Benmeziane
  - Corey Lammie
  - et al.
- 2023
- EDGE 2023
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited)
- - Shubham Jain
  - Ching-Tzu Chen
  - et al.
- 2023
- ISCAS 2023
Optimization of Projected Phase Change Memory for Analog In-Memory Computing Inference
- - Ning Li
  - Charles Mackin
  - et al.
- 2023
- Advanced Materials
Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited)
- - Martin M. Frank
  - Ning Li
  - et al.
- 2023
- IRPS 2023
Deep learning acceleration in 14nm CMOS compatible ReRAM array: device, material and algorithm co-optimization
- - N. Gong
  - Malte J. Rasch
  - et al.
- 2022
- IEDM 2022
Optimised weight programming for analogue memory-based deep neural networks
- - Charles Mackin
  - Malte J. Rasch
  - et al.
- 2022
- Nature Communications