Publications

12 results for Daniele Lelmini

Roadmap to neuromorphic computing with emerging technologies
- - Adnan Mehonic
  - Daniele Ielmini
  - et al.
- 2024
- APL Materials
Hardware implementation of memristor-based artificial neural networks
- - Fernando Aguirre
  - Abu Sebastian
  - et al.
- 2024
- Nature Communications
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
Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks
- - Irene Muñoz-Martín
  - Stefano Bianchi
  - et al.
- 2019
- IEEE JXCDC
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses
- - Stefano Bianchi
  - Irene Muñoz-Martín
  - et al.
- 2019
- VLSI Circuits 2019
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
Recommended Methods to Study Resistive Switching Devices
- - Mario Lanza
  - H.-S. Philip Wong
  - et al.
- 2018
- Advanced Electronic Materials
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