A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks. - Stefano Bianchi; I. Muñoz-Martín; S. Hashemkhani; Giacomo Pedretti; Daniele Ielmini (ISCAS, 2020)

Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning. - I. Muñoz-Martín; Stefano Bianchi; S. Hashemkhani; Giacomo Pedretti; Daniele Ielmini (ISCAS, 2020)

A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making. - Giacomo Pedretti; Valerio Milo; S. Hashemkhani; Piergiulio Mannocci; Octavian Melnic; Elisabetta Chicca; Daniele Ielmini (ISCAS, 2020)

Low-current, highly linear synaptic memory device based on MoS2 transistors for online training and inference. - Matteo Farronato; Margherita Melegari; Saverio Ricci; Shahin Hashemkhani; Christian Monzio Compagnoni; Daniele Ielmini (AICAS, 2022)

A Hybrid Memristor/CMOS SNN for Implementing One-Shot Winner-Takes-All Training. - Javad Ahmadi-Farsani; Saverio Ricci; Shahin Hashemkhani; Daniele Ielmini; Bernabé Linares-Barranco; Teresa Serrano-Gotarredona (ISCAS, 2022)

Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning. - Saverio Ricci; Piergiulio Mannocci; Matteo Farronato; S. Hashemkhani; Daniele Ielmini (Adv. Intell. Syst., 2022)

Robot Locomotion Control Using Central Pattern Generator with Non-linear Bio-mimetic Neurons. - Vijay Shankaran Vivekanand; Shahin Hashemkhani; Shanmuga Venkatachalam; Rajkumar Kubendran (ICARA, 2023)

Robot Locomotion through Tunable Bursting Rhythms using Efficient Bio-mimetic Neural Networks on Loihi and Arduino Platforms. - Vijay Shankaran Vivekanand; Samarth Chopra; Shahin Hashemkhani; Rajkumar Chinnakonda Kubendran (ICONS, 2023)

Neuromorphic Networks using Nonlinear Mixed-feedback Multi-timescale Bio-mimetic Neurons. - Kangni Liu; Shahin Hashemkhani; Jonathan E. Rubin; Rajkumar Kubendran (ISCAS, 2023)

BioNN: Bio-Mimetic Neural Networks on Hardware Using Nonlinear Multi-Timescale Mixed-Feedback Control for Neuromodulatory Bursting Rhythms. - Kangni Liu; Shahin Hashemkhani; Jonathan E. Rubin; Rajkumar Kubendran (IEEE J. Emerg. Sel. Topics Circuits Syst., 2023)