Optimised weight programming for analogue memory-based deep neural networks
- Charles Mackin
- Malte J. Rasch
- et al.
- 2022
- Nature Communications
Publications
Date
Featured collections
Popular topics
241 results for Abu Sebastian
Experimental validation of state equations and dynamic route maps for phase change memristive devices
- Francesco Marrone
- Jacopo Secco
- et al.
- 2022
- Scientific Reports
HERMES-Core-A 1.59-TOPS/mm2PCM on 14-nm CMOS In-Memory Compute Core Using 300-ps/LSB Linearized CCO-Based ADCs
- Riduan Khaddam-Aljameh
- Milos Stanisavljevic
- et al.
- 2022
- IEEE JSSC
Robust high-dimensional memory-augmented neural networks
- Geethan Karunaratne
- Manuel Schmuck
- et al.
- 2021
- Nature Communications
State dependence and temporal evolution of resistance in projected phase change memory
- Benedikt Kersting
- Vladimir Ovuka
- et al.
- 2020
- Scientific Reports
Accurate deep neural network inference using computational phase-change memory
- Vinay Joshi
- Manuel Le Gallo
- et al.
- 2020
- Nature Communications
Experimental Demonstration of Supervised Learning in Spiking Neural Networks with Phase-Change Memory Synapses
- S. R. Nandakumar
- Irem Boybat
- et al.
- 2020
- Scientific Reports
Localised states and their capture characteristics in amorphous phase-change materials
- Martin Rütten
- Andreas Geilen
- et al.
- 2019
- Scientific Reports
Neuromorphic computing with multi-memristive synapses
- 2018
- Nature Communications
Signal and noise extraction from analog memory elements for neuromorphic computing
- Nanbo Gong
- T. Idé
- et al.
- 2018
- Nature Communications