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)

Time complexity of in-memory solution of linear systems. - Zhong Sun; Giacomo Pedretti; Piergiulio Mannocci; Elia Ambrosi; Alessandro Bricalli; Daniele Ielmini (CoRR, 2020)

A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors. - Piergiulio Mannocci; Giacomo Pedretti; Elisabetta Giannone; Enrico Melacarne; Zhong Sun; Daniele Ielmini (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory. - Piergiulio Mannocci; Andrea Baroni; Enrico Melacarne; Cristian Zambelli; Piero Olivo; Eduardo Pérez; Christian Wenger; Daniele Ielmini (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)

An Analogue In-Memory Ridge Regression Circuit With Application to Massive MIMO Acceleration. - Piergiulio Mannocci; Enrico Melacarne; Daniele Ielmini (IEEE J. Emerg. Sel. Topics Circuits Syst., 2022)

In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime. - Nicola Lepri; P. Gibertini; Piergiulio Mannocci; A. Pirovano; I. Tortorelli; Paolo Fantini; Daniele Ielmini (IMW, 2023)

Accelerating massive MIMO in 6G communications by analog in-memory computing circuits. - Piergiulio Mannocci; Enrico Melacarne; Giacomo Pedretti; Corrado Villa; Flavio Sancandi; Umberto Spagnolini; Daniele Ielmini (ISCAS, 2023)

Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition. - Piergiulio Mannocci; Elisabetta Giannone; Daniele Ielmini (MetroXRAINE, 2023)

Roadmap to Neuromorphic Computing with Emerging Technologies. - Adnan Mehonic; Daniele Ielmini; Kaushik Roy 001; Onur Mutlu; Shahar Kvatinsky; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco; Sabina Spiga; Sergey Savelev; Alexander G. Balanov; Nitin Chawla; Giuseppe Desoli; et al. (CoRR, 2024)

In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition. - Piergiulio Mannocci; Elisabetta Giannone; Daniele Ielmini (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

In-memory reconstruction of compressively-sampled signals by nonlinear closed-loop analog circuits. - Piergiulio Mannocci; Giuseppe Falcone; Daniele Ielmini (ISCAS, 2025)