Piergiulio Mannocci

According to our database, Piergiulio Mannocci authored at least 11 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition.

Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini

IEEE Trans. Circuits Syst. II Express Briefs, April, 2024

Roadmap to Neuromorphic Computing with Emerging Technologies.

Adnan Mehonic, Daniele Ielmini, Kaushik Roy, Onur Mutlu, Shahar Kvatinsky, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Sabina Spiga, Sergey Savelev, Alexander G. Balanov, Nitin Chawla, Giuseppe Desoli, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser

CoRR, 2024

2023

Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition.

Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini

Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2023

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

Proceedings of the IEEE International Memory Workshop, 2023

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

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

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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

2021

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

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 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

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020