default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "Stefano Ambrogio"
download as .bib file
@inproceedings{DBLP:conf/mlcad/VijayaraghavanN24,
author = {Prashanth Vijayaraghavan and
Apoorva Nitsure and
Charles Mackin and
Luyao Shi and
Stefano Ambrogio and
Arvind Haran and
Viresh Paruthi and
Ali El{-}Zein and
Dan Coops and
David Beymer and
Tyler Baldwin and
Ehsan Degan},
editor = {Hussam Amrouch and
Jiang Hu and
Siddharth Garg and
Yibo Lin},
title = {Chain-of-Descriptions: Improving Code LLMs for {VHDL} Code Generation
and Summarization},
booktitle = {Proceedings of the 2024 {ACM/IEEE} International Symposium on Machine
Learning for CAD, {MLCAD} 2024, Salt Lake City, UT, USA, September
9-11, 2024},
pages = {28:1--28:10},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3670474.3685966},
doi = {10.1145/3670474.3685966},
timestamp = {Tue, 22 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mlcad/VijayaraghavanN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-13773,
author = {Ambrogio Maria Bernardelli and
Eleonora Vercesi and
Stefano Gualandi and
Monaldo Mastrolilli and
Luca Maria Gambardella},
title = {On the integrality gap of the Complete Metric Steiner Tree Problem
via a novel formulation},
journal = {CoRR},
volume = {abs/2405.13773},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.13773},
doi = {10.48550/ARXIV.2405.13773},
eprinttype = {arXiv},
eprint = {2405.13773},
timestamp = {Mon, 24 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-13773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04379,
author = {Prashanth Vijayaraghavan and
Luyao Shi and
Stefano Ambrogio and
Charles Mackin and
Apoorva Nitsure and
David Beymer and
Ehsan Degan},
title = {VHDL-Eval: {A} Framework for Evaluating Large Language Models in {VHDL}
Code Generation},
journal = {CoRR},
volume = {abs/2406.04379},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.04379},
doi = {10.48550/ARXIV.2406.04379},
eprinttype = {arXiv},
eprint = {2406.04379},
timestamp = {Sat, 13 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-04379.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-02353,
author = {Adnan Mehonic and
Daniele Ielmini and
Kaushik Roy and
Onur Mutlu and
Shahar Kvatinsky and
Teresa Serrano{-}Gotarredona and
Bernab{\'{e}} Linares{-}Barranco and
Sabina Spiga and
Sergey Savelev and
Alexander G. Balanov and
Nitin Chawla and
Giuseppe Desoli and
Gerardo Malavena and
Christian Monzio Compagnoni and
Zhongrui Wang and
J. Joshua Yang and
Syed Ghazi Sarwat and
Abu Sebastian and
Thomas Mikolajick and
Beatriz Noheda and
Stefan Slesazeck and
Bernard Dieny and
Tuo{-}Hung Hou and
Akhil Varri and
Frank Br{\"{u}}ckerhoff{-}Pl{\"{u}}ckelmann and
Wolfram H. P. Pernice and
Xixiang Zhang and
Sebastian Pazos and
Mario Lanza and
Stefan Wiefels and
Regina Dittmann and
Wing H. Ng and
Mark Buckwell and
Horatio Cox and
Daniel J. Mannion and
Anthony J. Kenyon and
Yingming Lu and
Yuchao Yang and
Damien Querlioz and
Louis Hutin and
Elisa Vianello and
Sayeed Shafayet Chowdhury and
Piergiulio Mannocci and
Yimao Cai and
Zhong Sun and
Giacomo Pedretti and
John Paul Strachan and
Dmitri B. Strukov and
Manuel Le Gallo and
Stefano Ambrogio and
Ilia Valov and
Rainer Waser},
title = {Roadmap to Neuromorphic Computing with Emerging Technologies},
journal = {CoRR},
volume = {abs/2407.02353},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.02353},
doi = {10.48550/ARXIV.2407.02353},
eprinttype = {arXiv},
eprint = {2407.02353},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-02353.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/AmbrogioNOFMHNY23,
author = {Stefano Ambrogio and
Pritish Narayanan and
Atsuya Okazaki and
Andrea Fasoli and
Charles Mackin and
Kohji Hosokawa and
Akiyo Nomura and
Takeo Yasuda and
An Chen and
Alexander M. Friz and
Masatoshi Ishii and
Jose Luquin and
Yasuteru Kohda and
Nicole Saulnier and
Kevin Brew and
Samuel Choi and
Injo Ok and
Timothy Philip and
Victor Chan and
Mary Claire Silvestre and
Ishtiaq Ahsan and
Vijay Narayanan and
Hsinyu Tsai and
Geoffrey W. Burr},
title = {An analog-AI chip for energy-efficient speech recognition and transcription},
journal = {Nat.},
volume = {620},
number = {7975},
pages = {768--775},
year = {2023},
url = {https://doi.org/10.1038/s41586-023-06337-5},
doi = {10.1038/S41586-023-06337-5},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/AmbrogioNOFMHNY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/TsaiNJAHIMCONBM23,
author = {Hsinyu Tsai and
Pritish Narayanan and
Shubham Jain and
Stefano Ambrogio and
Kohji Hosokawa and
Masatoshi Ishii and
Charles Mackin and
Ching{-}Tzu Chen and
Atsuya Okazaki and
Akiyo Nomura and
Irem Boybat and
Ramachandran Muralidhar and
Martin M. Frank and
Takeo Yasuda and
Alexander M. Friz and
Yasuteru Kohda and
An Chen and
Andrea Fasoli and
Malte J. Rasch and
Stanislaw Wozniak and
Jose Luquin and
Vijay Narayanan and
Geoffrey W. Burr},
title = {Architectures and Circuits for Analog-memory-based Hardware Accelerators
for Deep Neural Networks (Invited)},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2023,
Monterey, CA, USA, May 21-25, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISCAS46773.2023.10181650},
doi = {10.1109/ISCAS46773.2023.10181650},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/TsaiNJAHIMCONBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/BernardelliGLM23,
author = {Ambrogio Maria Bernardelli and
Stefano Gualandi and
Hoong Chuin Lau and
Simone Milanesi},
editor = {Meinolf Sellmann and
Kevin Tierney},
title = {The BeMi Stardust: {A} Structured Ensemble of Binarized Neural Networks},
booktitle = {Learning and Intelligent Optimization - 17th International Conference,
{LION} 17, Nice, France, June 4-8, 2023, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {14286},
pages = {443--458},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44505-7\_30},
doi = {10.1007/978-3-031-44505-7\_30},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lion/BernardelliGLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsit/BurrNAOTHMNYDBC23,
author = {Geoffrey W. Burr and
Pritish Narayanan and
Stefano Ambrogio and
Atsuya Okazaki and
Hsinyu Tsai and
Kohji Hosokawa and
Charles Mackin and
Akiyo Nomura and
Takeo Yasuda and
J. Demarest and
Kevin Brew and
Victor Chan and
Samuel Choi and
T. Gordon and
T. M. Levin and
Alexander M. Friz and
Masatoshi Ishii and
Yasuteru Kohda and
An Chen and
Andrea Fasoli and
Jose Luquin and
Nicole Saulnier and
S. Teehan and
Ishtiaq Ahsan and
Vijay Narayanan},
title = {Phase Change Memory-based Hardware Accelerators for Deep Neural Networks
(invited)},
booktitle = {2023 {IEEE} Symposium on {VLSI} Technology and Circuits {(VLSI} Technology
and Circuits), Kyoto, Japan, June 11-16, 2023},
pages = {1--2},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/VLSITechnologyandCir57934.2023.10185411},
doi = {10.23919/VLSITECHNOLOGYANDCIR57934.2023.10185411},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vlsit/BurrNAOTHMNYDBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/DegraveFBNTCEHA22,
author = {Jonas Degrave and
Federico Felici and
Jonas Buchli and
Michael Neunert and
Brendan D. Tracey and
Francesco Carpanese and
Timo Ewalds and
Roland Hafner and
Abbas Abdolmaleki and
Diego de Las Casas and
Craig Donner and
Leslie Fritz and
Cristian Galperti and
Andrea Huber and
James Keeling and
Maria Tsimpoukelli and
Jackie Kay and
Antoine Merle and
Jean{-}Marc Moret and
Seb Noury and
Federico Pesamosca and
David Pfau and
Olivier Sauter and
Cristian Sommariva and
Stefano Coda and
Basil Duval and
Ambrogio Fasoli and
Pushmeet Kohli and
Koray Kavukcuoglu and
Demis Hassabis and
Martin A. Riedmiller},
title = {Magnetic control of tokamak plasmas through deep reinforcement learning},
journal = {Nat.},
volume = {602},
number = {7897},
pages = {414--419},
year = {2022},
url = {https://doi.org/10.1038/s41586-021-04301-9},
doi = {10.1038/S41586-021-04301-9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/DegraveFBNTCEHA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/GschwendtnerLMW22,
author = {Edda Gschwendtner and
Konstantin Lotov and
Patric Muggli and
Matthew Wing and
Riccardo Agnello and
Claudia Christina Ahdida and
Maria Carolina Amoedo Goncalves and
Yanis Andrebe and
Oznur Apsimon and
Robert Apsimon and
Jordan Matias Arnesano and
Anna{-}Maria Bachmann and
Diego Barrientos and
Fabian Batsch and
Vittorio Bencini and
Michele Bergamaschi and
Patrick Blanchard and
Philip Nicholas Burrows and
Birger Buttensch{\"{o}}n and
Allen Caldwell and
James Chappell and
Eric Chevallay and
Moses Chung and
David Andrew Cooke and
Heiko Damerau and
Can Davut and
G{\'{a}}bor Demeter and
Amos Christopher Dexter and
Steffen Doebert and
Francesa Ann Elverson and
John Farmer and
Ambrogio Fasoli and
Valentin Fedosseev and
Ricardo Fonseca and
Ivo Furno and
Spencer Gessner and
Aleksandr Gorn and
Eduardo Granados and
Marcel Granetzny and
Tim Graubner and
Olaf Grulke and
Eloise Daria Guran and
Vasyl Hafych and
Anthony Hartin and
James Henderson and
Mathias H{\"{u}}ther and
Miklos Kedves and
Fearghus Keeble and
Vadim Khudiakov and
Seong{-}Yeol Kim and
Florian Kraus and
Michel Krupa and
Thibaut Lefevre and
Linbo Liang and
Shengli Liu and
Nelson Lopes and
Miguel Martinez Calderon and
Stefano Mazzoni and
David Medina Godoy and
Joshua Moody and
Kookjin Moon and
Pablo Israel Morales Guzm{\'{a}}n and
Mariana Moreira and
Tatiana Nechaeva and
Elzbieta Nowak and
Collette Pakuza and
Harsha Panuganti and
Ans Pardons and
Kevin Pepitone and
Aravinda Perera and
Jan Pucek and
Alexander Pukhov and
Rebecca Louise Ramjiawan and
Stephane Rey and
Adam Scaachi and
Oliver Schmitz and
Eugenio Senes and
J. Fernando A. da Silva and
Luis Silva and
Christine Stollberg and
Alban Sublet and
Catherine Swain and
Athanasios Topaloudis and
Nuno Torrado and
Petr Tuev and
Marlene Turner and
Francesco Velotti and
Livio Verra and
Victor Verzilov and
Jorge Vieira and
Helmut Vincke and
Martin Weidl and
Carsten P. Welsch and
Manfred Wendt and
Peerawan Wiwattananon and
Joseph Wolfenden and
Benjamin Woolley and
Samuel Wyler and
Guoxing Xia and
Vlada Yarygova and
Michael Zepp and
Giovanni Zevi Della Porta},
title = {The {AWAKE} Run 2 Programme and Beyond},
journal = {Symmetry},
volume = {14},
number = {8},
pages = {1680},
year = {2022},
url = {https://doi.org/10.3390/sym14081680},
doi = {10.3390/SYM14081680},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/GschwendtnerLMW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/OkazakiNAHTNYMF22,
author = {Atsuya Okazaki and
Pritish Narayanan and
Stefano Ambrogio and
Kohji Hosokawa and
Hsinyu Tsai and
Akiyo Nomura and
Takeo Yasuda and
Charles Mackin and
Alexander M. Friz and
Masatoshi Ishii and
Yasuteru Kohda and
Katie Spoon and
An Chen and
Andrea Fasoli and
Malte J. Rasch and
Geoffrey W. Burr},
title = {Analog-memory-based 14nm Hardware Accelerator for Dense Deep Neural
Networks including Transformers},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2022,
Austin, TX, USA, May 27 - June 1, 2022},
pages = {3319--3323},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISCAS48785.2022.9937292},
doi = {10.1109/ISCAS48785.2022.9937292},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/OkazakiNAHTNYMF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-03659,
author = {Ambrogio Maria Bernardelli and
Stefano Gualandi and
Hoong Chuin Lau and
Simone Milanesi},
title = {The BeMi Stardust: a Structured Ensemble of Binarized Neural Networks},
journal = {CoRR},
volume = {abs/2212.03659},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.03659},
doi = {10.48550/ARXIV.2212.03659},
eprinttype = {arXiv},
eprint = {2212.03659},
timestamp = {Mon, 02 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-03659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ficn/SpoonTCRAMFFNSB21,
author = {Katie Spoon and
Hsinyu Tsai and
An Chen and
Malte J. Rasch and
Stefano Ambrogio and
Charles Mackin and
Andrea Fasoli and
Alexander M. Friz and
Pritish Narayanan and
Milos Stanisavljevic and
Geoffrey W. Burr},
title = {Toward Software-Equivalent Accuracy on Transformer-Based Deep Neural
Networks With Analog Memory Devices},
journal = {Frontiers Comput. Neurosci.},
volume = {15},
pages = {675741},
year = {2021},
url = {https://doi.org/10.3389/fncom.2021.675741},
doi = {10.3389/FNCOM.2021.675741},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ficn/SpoonTCRAMFFNSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irps/BruceSBCKNMPLBG21,
author = {Robert L. Bruce and
Syed Ghazi Sarwat and
Irem Boybat and
Cheng{-}Wei Cheng and
Wanki Kim and
S. R. Nandakumar and
Charles Mackin and
Timothy Philip and
Zuoguang Liu and
Kevin Brew and
Nanbo Gong and
Injo Ok and
Praneet Adusumilli and
Katie Spoon and
Stefano Ambrogio and
Benedikt Kersting and
Thomas Bohnstingl and
Manuel Le Gallo and
Andrew Simon and
Ning Li and
Iqbal Saraf and
Jin{-}Ping Han and
Lynne M. Gignac and
John M. Papalia and
Tenko Yamashita and
Nicole Saulnier and
Geoffrey W. Burr and
Hsinyu Tsai and
Abu Sebastian and
Vijay Narayanan and
Matthew BrightSky},
title = {Mushroom-Type phase change memory with projection liner: An array-level
demonstration of conductance drift and noise mitigation},
booktitle = {{IEEE} International Reliability Physics Symposium, {IRPS} 2021, Monterey,
CA, USA, March 21-25, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IRPS46558.2021.9405191},
doi = {10.1109/IRPS46558.2021.9405191},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/irps/BruceSBCKNMPLBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/HosokawaNATMFFC21,
author = {Kohji Hosokawa and
Pritish Narayanan and
Stefano Ambrogio and
Hsinyu Tsai and
Charles Mackin and
Andrea Fasoli and
Alexander M. Friz and
An Chen and
Jose Luquin and
Katherine Spoon and
Geoffrey W. Burr and
Scott C. Lewis},
title = {Circuit Techniques for Efficient Acceleration of Deep Neural Network
Inference with Analog-AI (Invited)},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2021,
Daegu, South Korea, May 22-28, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISCAS51556.2021.9401128},
doi = {10.1109/ISCAS51556.2021.9401128},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/HosokawaNATMFFC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aicas/AmbrogioNTMSCFF20,
author = {Stefano Ambrogio and
Pritish Narayanan and
Hsinyu Tsai and
Charles Mackin and
Katherine Spoon and
An Chen and
Andrea Fasoli and
Alexander M. Friz and
Geoffrey W. Burr},
title = {Accelerating Deep Neural Networks with Analog Memory Devices},
booktitle = {2nd {IEEE} International Conference on Artificial Intelligence Circuits
and Systems, {AICAS} 2020, Genova, Italy, August 31 - September 2,
2020},
pages = {149--152},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/AICAS48895.2020.9073978},
doi = {10.1109/AICAS48895.2020.9073978},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aicas/AmbrogioNTMSCFF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irps/MackinNATSFCFSB20,
author = {Charles Mackin and
Pritish Narayanan and
Stefano Ambrogio and
Hsinyu Tsai and
Katie Spoon and
Andrea Fasoli and
An Chen and
Alexander M. Friz and
Robert M. Shelby and
Geoffrey W. Burr},
title = {Neuromorphic Computing with Phase Change, Device Reliability, and
Variability Challenges},
booktitle = {2020 {IEEE} International Reliability Physics Symposium, {IRPS} 2020,
Dallas, TX, USA, April 28 - May 30, 2020},
pages = {1--10},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IRPS45951.2020.9128315},
doi = {10.1109/IRPS45951.2020.9128315},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/irps/MackinNATSFCFSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/FasoliANTMSFCB20,
author = {Andrea Fasoli and
Stefano Ambrogio and
Pritish Narayanan and
Hsinyu Tsai and
Charles Mackin and
Katherine Spoon and
Alexander M. Friz and
An Chen and
Geoffrey W. Burr},
title = {Optimization of Analog Accelerators for Deep Neural Networks Inference},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2020,
Sevilla, Spain, October 10-21, 2020},
pages = {1--5},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ISCAS45731.2020.9180799},
doi = {10.1109/ISCAS45731.2020.9180799},
timestamp = {Wed, 04 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/FasoliANTMSFCB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/GiordanoCIATBN19,
author = {Massimo Giordano and
Giorgio Cristiano and
Koji Ishibashi and
Stefano Ambrogio and
Hsinyu Tsai and
Geoffrey W. Burr and
Pritish Narayanan},
title = {Analog-to-Digital Conversion With Reconfigurable Function Mapping
for Neural Networks Activation Function Acceleration},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {9},
number = {2},
pages = {367--376},
year = {2019},
url = {https://doi.org/10.1109/JETCAS.2019.2911537},
doi = {10.1109/JETCAS.2019.2911537},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/GiordanoCIATBN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ibmrd/ChangNLFHMTACB19,
author = {Hung{-}Yang Chang and
Pritish Narayanan and
Scott C. Lewis and
Nathan C. P. Farinha and
Kohji Hosokawa and
Charles Mackin and
Hsinyu Tsai and
Stefano Ambrogio and
An Chen and
Geoffrey W. Burr},
title = {{AI} hardware acceleration with analog memory: Microarchitectures
for low energy at high speed},
journal = {{IBM} J. Res. Dev.},
volume = {63},
number = {6},
pages = {8:1--8:14},
year = {2019},
url = {https://doi.org/10.1147/JRD.2019.2934050},
doi = {10.1147/JRD.2019.2934050},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ibmrd/ChangNLFHMTACB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/vlsic/BianchiMPMAI19,
author = {Stefano Bianchi and
I. Mu{\~{n}}oz{-}Mart{\'{\i}}n and
Giacomo Pedretti and
Octavian Melnic and
Stefano Ambrogio and
Daniele Ielmini},
title = {Energy-efficient continual learning in hybrid supervised-unsupervised
neural networks with {PCM} synapses},
booktitle = {2019 Symposium on {VLSI} Circuits, Kyoto, Japan, June 9-14, 2019},
pages = {1--2},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.23919/VLSIC.2019.8778001},
doi = {10.23919/VLSIC.2019.8778001},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/vlsic/BianchiMPMAI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/PedrettiMACBCRS18,
author = {Giacomo Pedretti and
Valerio Milo and
Stefano Ambrogio and
Roberto Carboni and
Stefano Bianchi and
Alessandro Calderoni and
Nirmal Ramaswamy and
Alessandro S. Spinelli and
Daniele Ielmini},
title = {Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent
Plasticity With {RRAM} Synapses},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {8},
number = {1},
pages = {77--85},
year = {2018},
url = {https://doi.org/10.1109/JETCAS.2017.2773124},
doi = {10.1109/JETCAS.2017.2773124},
timestamp = {Wed, 04 Jul 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/PedrettiMACBCRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/AmbrogioNTSBNSG18,
author = {Stefano Ambrogio and
Pritish Narayanan and
Hsinyu Tsai and
Robert M. Shelby and
Irem Boybat and
Carmelo di Nolfo and
Severin Sidler and
Massimo Giordano and
Martina Bodini and
Nathan C. P. Farinha and
Benjamin Killeen and
Christina Cheng and
Yassine Jaoudi and
Geoffrey W. Burr},
title = {Equivalent-accuracy accelerated neural-network training using analogue
memory},
journal = {Nat.},
volume = {558},
number = {7708},
pages = {60--67},
year = {2018},
url = {https://doi.org/10.1038/s41586-018-0180-5},
doi = {10.1038/S41586-018-0180-5},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/AmbrogioNTSBNSG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tvlsi/MiloPCCRAI18,
author = {Valerio Milo and
Giacomo Pedretti and
Roberto Carboni and
Alessandro Calderoni and
Nirmal Ramaswamy and
Stefano Ambrogio and
Daniele Ielmini},
title = {A 4-Transistors/1-Resistor Hybrid Synapse Based on Resistive Switching
Memory {(RRAM)} Capable of Spike-Rate-Dependent Plasticity {(SRDP)}},
journal = {{IEEE} Trans. Very Large Scale Integr. Syst.},
volume = {26},
number = {12},
pages = {2806--2815},
year = {2018},
url = {https://doi.org/10.1109/TVLSI.2018.2818978},
doi = {10.1109/TVLSI.2018.2818978},
timestamp = {Wed, 11 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tvlsi/MiloPCCRAI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icrc/BoybatNABFSNSTL17,
author = {Irem Boybat and
Carmelo di Nolfo and
Stefano Ambrogio and
Martina Bodini and
Nathan C. P. Farinha and
Robert M. Shelby and
Pritish Narayanan and
Severin Sidler and
Hsinyu Tsai and
Yusuf Leblebici and
Geoffrey W. Burr},
title = {Improved Deep Neural Network Hardware-Accelerators Based on Non-Volatile-Memory:
The Local Gains Technique},
booktitle = {{IEEE} International Conference on Rebooting Computing, {ICRC} 2017,
Washington, DC, USA, November 8-9, 2017},
pages = {1--8},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICRC.2017.8123642},
doi = {10.1109/ICRC.2017.8123642},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icrc/BoybatNABFSNSTL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/BurrNSATLH17,
author = {Geoffrey W. Burr and
Pritish Narayanan and
Robert M. Shelby and
Stefano Ambrogio and
Hsinyu Tsai and
Scott L. Lewis and
Kohji Hosokawa},
title = {Neuromorphic devices and architectures for next-generation cognitive
computing},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2017,
Baltimore, MD, USA, May 28-31, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISCAS.2017.8050222},
doi = {10.1109/ISCAS.2017.8050222},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscas/BurrNSATLH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/NarayananSFSAJH17,
author = {Pritish Narayanan and
Lucas L. Sanches and
Alessandro Fumarola and
Robert M. Shelby and
Stefano Ambrogio and
Jun{-}Woo Jang and
Hyunsang Hwang and
Yusuf Leblebici and
Geoffrey W. Burr},
title = {Reducing circuit design complexity for neuromorphic machine learning
systems based on Non-Volatile Memory arrays},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2017,
Baltimore, MD, USA, May 28-31, 2017},
pages = {1--4},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ISCAS.2017.8050988},
doi = {10.1109/ISCAS.2017.8050988},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iscas/NarayananSFSAJH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/it/Ambrogio16,
author = {Stefano Ambrogio},
title = {Modeling of reliability and neuromorphic application of resistive
switching devices},
school = {Polytechnic University of Milan, Italy},
year = {2016},
url = {https://hdl.handle.net/10589/117782},
timestamp = {Wed, 12 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/it/Ambrogio16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/IelminiAMBW16,
author = {Daniele Ielmini and
Stefano Ambrogio and
Valerio Milo and
Simone Balatti and
Zhongqiang Wang},
title = {Neuromorphic computing with hybrid memristive/CMOS synapses for real-time
learning},
booktitle = {{IEEE} International Symposium on Circuits and Systems, {ISCAS} 2016,
Montr{\'{e}}al, QC, Canada, May 22-25, 2016},
pages = {1386--1389},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISCAS.2016.7527508},
doi = {10.1109/ISCAS.2016.7527508},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/IelminiAMBW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/esticas/BalattiAWI15,
author = {Simone Balatti and
Stefano Ambrogio and
Zhongqiang Wang and
Daniele Ielmini},
title = {True Random Number Generation by Variability of Resistive Switching
in Oxide-Based Devices},
journal = {{IEEE} J. Emerg. Sel. Topics Circuits Syst.},
volume = {5},
number = {2},
pages = {214--221},
year = {2015},
url = {https://doi.org/10.1109/JETCAS.2015.2426492},
doi = {10.1109/JETCAS.2015.2426492},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/esticas/BalattiAWI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irps/AmbrogioBWCLCI15,
author = {Stefano Ambrogio and
Simone Balatti and
Zhongqiang Wang and
Yu{-}Sheng Chen and
Heng{-}Yuan Lee and
Frederick T. Chen and
Daniele Ielmini},
title = {Data retention statistics and modelling in HfO2 resistive switching
memories},
booktitle = {{IEEE} International Reliability Physics Symposium, {IRPS} 2015, Monterey,
CA, USA, April 19-23, 2015},
pages = {7},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IRPS.2015.7112810},
doi = {10.1109/IRPS.2015.7112810},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/irps/AmbrogioBWCLCI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/irps/BalattiAWSCRI15,
author = {Simone Balatti and
Stefano Ambrogio and
Zhongqiang Wang and
Scott Sills and
Alessandro Calderoni and
Nirmal Ramaswamy and
Daniele Ielmini},
title = {Understanding pulsed-cycling variability and endurance in HfOx {RRAM}},
booktitle = {{IEEE} International Reliability Physics Symposium, {IRPS} 2015, Monterey,
CA, USA, April 19-23, 2015},
pages = {5},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IRPS.2015.7112744},
doi = {10.1109/IRPS.2015.7112744},
timestamp = {Sun, 21 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/irps/BalattiAWSCRI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/essderc/AmbrogioBIG14,
author = {Stefano Ambrogio and
Simone Balatti and
Daniele Ielmini and
David C. Gilmer},
title = {Analytical modelling and leakage optimization in complementary resistive
switch {(CRS)} crossbar arrays},
booktitle = {44th European Solid State Device Research Conference, {ESSDERC} 2014,
Venice Lido, Italy, September 22-26, 2014},
pages = {242--245},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ESSDERC.2014.6948805},
doi = {10.1109/ESSDERC.2014.6948805},
timestamp = {Tue, 29 Oct 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/essderc/AmbrogioBIG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscas/AmbrogioBCI14,
author = {Stefano Ambrogio and
Simone Balatti and
Antonio Cubeta and
Daniele Ielmini},
title = {Statistical modeling of program and read variability in resistive
switching devices},
booktitle = {{IEEE} International Symposium on Circuits and Systemss, {ISCAS} 2014,
Melbourne, Victoria, Australia, June 1-5, 2014},
pages = {2029--2032},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISCAS.2014.6865563},
doi = {10.1109/ISCAS.2014.6865563},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iscas/AmbrogioBCI14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iimss/MussioVBBFA09,
author = {Piero Mussio and
Stefano Valtolina and
Barbara Rita Barricelli and
Monica Bordegoni and
Francesco Ferrise and
Marco Ambrogio},
editor = {Ernesto Damiani and
Jechang Jeong and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Distributed knowledge creation, recording and improvement in collaborative
design},
booktitle = {New Directions in Intelligent Interactive Multimedia Systems and Services,
Proceedings of the 2nd International Symposium on Intelligent Interactive
Multimedia Systems and Services, {KES} {IIMSS} 2009, Mogliano Veneto,
Italy, July 16-17, 2009},
series = {Studies in Computational Intelligence},
volume = {226},
pages = {31--41},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02937-0\_4},
doi = {10.1007/978-3-642-02937-0\_4},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iimss/MussioVBBFA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-11-12 11:37 CET from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
