S. Hashemkhani

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 4

Top Topics

Memory Capacity

Unsupervised Learning

Top Venues

Adv. Intell. Syst.

Publications

Saverio Ricci, Piergiulio Mannocci, Matteo Farronato, S. Hashemkhani, Daniele Ielmini
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning. Adv. Intell. Syst. 4 (8) (2022)
Stefano Bianchi, I. Muñoz-Martín, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks. ISCAS (2020)
Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, O. Melnic, Elisabetta Chicca, Daniele Ielmini
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. ISCAS (2020)
I. Muñoz-Martín, Stefano Bianchi, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning. ISCAS (2020)