Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
- Stefano Bianchi
- Irene Muñoz-Martín
- et al.
- 2019
- VLSI Circuits 2019
Publications
Date
Featured collections
Popular topics
10 results for Daniele Lelmini
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks
- Irene Muñoz-Martín
- Stefano Bianchi
- et al.
- 2019
- IEEE JXCDC
A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching Memory (RRAM) Capable of Spike-Rate-Dependent Plasticity (SRDP)
- Valerio Milo
- Giacomo Pedretti
- et al.
- 2018
- IEEE Transactions on VLSI Systems
Modeling of Breakdown-Limited Endurance in Spin-Transfer Torque Magnetic Memory under Pulsed Cycling Regime
- Roberto Carboni
- Stefano Ambrogio
- et al.
- 2018
- IEEE T-ED
Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity with RRAM Synapses
- Giacomo Pedretti
- Valerio Milo
- et al.
- 2018
- IEEE JESTCS
2022 roadmap on neuromorphic computing and engineering
- Dennis V Christensen
- Regina Dittmann
- et al.
- 2022
- Neuromorph. Comput. Eng.
Emerging neuromorphic devices
- Daniele Lelmini
- Stefano Ambrogio
- 2019
- Nanotechnology
Recommended Methods to Study Resistive Switching Devices
- Mario Lanza
- H.-S. Philip Wong
- et al.
- 2018
- Advanced Electronic Materials
Phase change materials
- Simone Raoux
- Daniele Lelmini
- et al.
- 2012
- MRS Bulletin
Phase change materials and their application to nonvolatile memories
- Simone Raoux
- Wojciech Wełnic
- et al.
- 2009
- Chemical Reviews