MANNOCCI, PIERGIULIO

MANNOCCI, PIERGIULIO  

DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA  

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Titolo Data di pubblicazione Autori File
A spiking recurrent neural network with phase change memory neurons and synapses for the accelerated solution of constraint satisfaction problems 1-gen-2020 Pedretti G.Mannocci P.Hashemkhani S.Milo V.Melnic O.Chicca E.Ielmini D.
A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors 1-gen-2021 Mannocci, PiergiulioPedretti, GiacomoGiannone, ElisabettaIelmini, Daniele +
An analogue in-memory ridge regression circuit with application to massive MIMO acceleration 1-gen-2022 P. MannocciD. Ielmini +
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning 1-gen-2022 Ricci, SMannocci, PFarronato, MHashemkhani, SIelmini, D
In-Memory Principal Component Analysis by Crosspoint Array of Resistive Switching Memory: A New Hardware Approach for Energy-Efficient Data Analysis in Edge Computing 1-gen-2022 Mannocci PiergiulioZambelli CristianIelmini Daniele +
Modeling and Compensation of IR Drop in Crosspoint Accelerators of Neural Networks 1-gen-2022 Lepri N.Baldo M.Mannocci P.Glukhov A.Milo V.Ielmini D.
Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques 1-gen-2021 Pedretti G.Mannocci P.Sun Z.Ielmini D. +
Redundancy and Analog Slicing for Precise In-Memory Machine Learning--Part II: Applications and Benchmark 1-gen-2021 Pedretti G.Mannocci P.Sun Z.Ielmini D. +
Time Complexity of In-Memory Solution of Linear Systems 1-gen-2020 Sun, ZhongPedretti, GiacomoMannocci, PiergiulioAmbrosi, EliaBricalli, AlessandroIelmini, Daniele