Photonic and electronic integrated technologies for neuromorphic computing
- Bert J. Offrein
- Tommaso Stecconi
- et al.
- 2023
- SSDM 2023
Invited talk
Publications
283 results for AI Hardware
The role of material science in neuromorphic computing
- Valeria Bragaglia
- Tommaso Stecconi
- et al.
- 2023
- CMD 2023
Invited talkPhysical modelling and optimization of analog Conductive Metal Oxide-HfO2 ReRAM artificial synapses for neuromorphic computing
- Donato Francesco Falcone
- Stephan Menzel
- et al.
- 2023
- CMD FisMat 2023
TalkDesign of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology
- Sandro Widmer
- Marcel Kossel
- et al.
- 2023
- IEEE TCAS-II
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
PaperDeep neural network inference with a 64-core in-memory compute chip based on phase-change memory
- 2023
- NVMTS 2023
Invited talkAn analog-AI chip for energy-efficient speech recognition and transcription
- S. Ambrogio
- Pritish Narayanan
- et al.
- 2023
- Nature
PaperEasy-plane dominant stochastic magnetic tunnel junction with synthetic antiferromagnetic layers
- Jonathan Z. Sun
- Christopher Safranski
- et al.
- 2023
- Physical Review B
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
PaperEfficient ransomware detection with machine learning in storage systems
- 2023
- FMS 2023
Conference paper