Piergiulio Mannocci

13 papers C 4Journal 6Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Bio-Inspired Computing with Emerging Devices: Bridging 2D Materials and Neuromorphic Architectures.
ISVLSI
Matteo Farronato, Piergiulio Mannocci, Alessandro Milozzi, Christian Monzio Compagnoni, Daniele Ielmini
2025 C conf
In-memory reconstruction of compressively-sampled signals by nonlinear closed-loop analog circuits.
ISCAS
Piergiulio Mannocci, Giuseppe Falcone, Daniele Ielmini
2024 J jnl
In-Memory Principal Component Analysis by Analogue Closed-Loop Eigendecomposition.
IEEE Trans. Circuits Syst. II Express Briefs
Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini
2024 J jnl
Roadmap to Neuromorphic Computing with Emerging Technologies.
CoRR
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
2023 C conf
Accelerating massive MIMO in 6G communications by analog in-memory computing circuits.
ISCAS
Piergiulio Mannocci, Enrico Melacarne, Giacomo Pedretti, Corrado Villa, Flavio Sancandi, Umberto Spagnolini, Daniele Ielmini
2023 — conf
Closed-Loop In-Memory Computing for Energy-Efficient Matrix Eigendecomposition.
MetroXRAINE
Piergiulio Mannocci, Elisabetta Giannone, Daniele Ielmini
2023 — conf
In-memory neural network accelerator based on phase change memory (PCM) with one-selector/one-resistor (1S1R) structure operated in the subthreshold regime.
IMW
Nicola Lepri, Paolo Gibertini, Piergiulio Mannocci, A. Pirovano, I. Tortorelli, Paolo Fantini, Daniele Ielmini
2022 J jnl
An Analogue In-Memory Ridge Regression Circuit With Application to Massive MIMO Acceleration.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Piergiulio Mannocci, Enrico Melacarne, Daniele Ielmini
2022 C conf
Experimental verification and benchmark of in-memory principal component analysis by crosspoint arrays of resistive switching memory.
ISCAS
Piergiulio Mannocci, Andrea Baroni, Enrico Melacarne, Cristian Zambelli, Piero Olivo, Eduardo Pérez, Christian Wenger, Daniele Ielmini
2022 J jnl
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning.
Adv. Intell. Syst.
Saverio Ricci, Piergiulio Mannocci, Matteo Farronato, S. Hashemkhani, Daniele Ielmini
2021 J jnl
A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors.
IEEE Trans. Circuits Syst. I Regul. Pap.
Piergiulio Mannocci, Giacomo Pedretti, Elisabetta Giannone, Enrico Melacarne, Zhong Sun, Daniele Ielmini
2020 C conf
A Spiking Recurrent Neural Network with Phase Change Memory Synapses for Decision Making.
ISCAS
Giacomo Pedretti, Valerio Milo, S. Hashemkhani, Piergiulio Mannocci, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini
2020 J jnl
Time complexity of in-memory solution of linear systems.
CoRR
Zhong Sun, Giacomo Pedretti, Piergiulio Mannocci, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini