Crosspoint In-memoRy CompUting Systems

Project Information

CIRCUS

Grant agreement ID: 842472

DOI 10.3030/842472

Project closed

EC signature date 16 January 2019

Start date 1 May 2019

End date 31 October 2020

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 149 463,75

EU contribution € 149 463,75

Coordinated by

POLITECNICO DI MILANO
Italy

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Peer reviewed articles (6)

A Drift-Resilient Hardware Implementation of Neural Accelerators Based on Phase Change Memory Devices

Author(s): I. Muñoz-Martín, S. Bianchi, O. Melnic, A. G. Bonfanti, D. Ielmini
Published in: IEEE Transactions on Electron Devices, 2021, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2021.3118996

A Spiking Recurrent Neural Network With Phase-Change Memory Neurons and Synapses for the Accelerated Solution of Constraint Satisfaction Problems

Author(s): Giacomo Pedretti, Piergiulio Mannocci, Shahin Hashemkhani, Valerio Milo, Octavian Melnic, Elisabetta Chicca, Daniele Ielmini
Published in: IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Issue 6/1, 2020, Page(s) 89-97, ISSN 2329-9231
Publisher: IEEE
DOI: 10.1109/jxcdc.2020.2992691

Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark

Author(s): Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D.
Published in: Crossref, Issue 1, 2021, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2021.3095430

A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors

Author(s): P. Mannocci, G. Pedretti, E. Giannone, E. Melacarne, Z. Sun, D. Ielmini
Published in: IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, ISSN 1549-8328
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/tcsi.2021.3122278

Time Complexity of In-Memory Solution of Linear Systems

Author(s): Zhong Sun, Giacomo Pedretti, Piergiulio Mannocci, Elia Ambrosi, Alessandro Bricalli, Daniele Ielmini
Published in: IEEE Transactions on Electron Devices, Issue 67/7, 2020, Page(s) 2945-2951, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2020.2992435

Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part I: Programming Techniques

Author(s): Pedretti, G.; Mannocci, P.; Li, C.; Sun, Z.; Strachan, J. P.; Ielmini, D.
Published in: Crossref, Issue 2, 2021, ISSN 0018-9383
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/ted.2021.3095433