Deep neural network inference with a 64-core in-memory compute chip based on phase-change memory
- 2023
- E\PCOS 2023
Invited talk
Publications
288 results for AI Hardware
Exploiting Phase-Change-Material Physics for Unconventional Computing: VO2-based Oscillators and Phase-Change-Memories for Neuronal & Synaptic functions
- Valeria Bragaglia
- Olivier Maher
- et al.
- 2023
- E\PCOS 2023
Invited talk1T1R mushroom PCM cell device using epitaxial GeSbTe
- Guy Cohen
- Amlan Majumdar
- et al.
- 2023
- E\PCOS 2023
TalkHow fast can vanadium dioxide neuron-mimicking devices oscillate? Physical mechanisms limiting the frequency of vanadium dioxide oscillators
- S. Carapezzi
- A. Plews
- et al.
- 2023
- Neuromorph. Comput. Eng.
PaperEmulating synaptic weights with thin films transistors based on ferroelectric hafnia
- Donato Francesco Falcone
- Laura Bégon-Lours
- et al.
- 2023
- ESSDERC/ESSCIRC 2023
Workshop paperPhotonic and electronic integrated technologies for neuromorphic computing
- Bert J. Offrein
- Tommaso Stecconi
- et al.
- 2023
- SSDM 2023
Invited talkThe 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
Paper