HASHEMKHANI, SHAHIN
HASHEMKHANI, SHAHIN
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A bio-inspired recurrent neural network with self-adaptive neurons and PCM synapses for solving reinforcement learning tasks
2020-01-01 Bianchi, S.; Muñoz Martín, I.; Hashemkhani, S.; Pedretti, G.; Ielmini, D.
A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing
2021-01-01 Munoz-Martin, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Melnic, O.; Ielmini, D.
A CMOS-memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity
2022-01-01 Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabé; Serrano-Gotarredona, Teresa
A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training
2022-01-01 Ahmadi-Farsani, Javad; Ricci, Saverio; Hashemkhani, Shahin; Ielmini, Daniele; Linares-Barranco, Bernabe; Serrano-Gotarredona, Teresa
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems
2020-01-01 Pedretti, G.; Mannocci, P.; Hashemkhani, S.; Milo, V.; Melnic, O.; Chicca, E.; Ielmini, D.
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making
2020-01-01 Pedretti, G.; Milo, V.; Hashemkhani, S.; Mannocci, P.; Melnic, O.; Chicca, E.; Ielmini, D.
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning
2022-01-01 Ricci, S; Mannocci, P; Farronato, M; Hashemkhani, S; Ielmini, D
Hardware implementation of PCM-based neurons with self-regulating threshold for homeostatic scaling in unsupervised learning
2020-01-01 Muñoz Martín, I.; Bianchi, S.; Hashemkhani, S.; Pedretti, G.; Ielmini, D.
In materia reservoir computing with a fully memristive architecture based on self-organizing nanowire networks
2021-01-01 Milano, G.; Pedretti, G.; Montano, K.; Ricci, S.; Hashemkhani, S.; Boarino, L.; Ielmini, D.; Ricciardi, C.
Memtransistor Devices Based on MoS 2 Multilayers with Volatile Switching due to Ag Cation Migration
2022-01-01 Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkhani, Shahin; Bricalli, Alessandro; Ielmini, Daniele