Publications of PGI-14

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;
Low-dimensional behavior of generalized Kuramoto model
Nonlinear dynamics 110, 2781-2791 () [10.1007/s11071-022-07703-0] BibTeX | EndNote: XML, Text | RIS

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An analytical approach to engineer multistability in the oscillatory response of a pulse-driven ReRAM
Scientific reports 14(1), 5626 () [10.1038/s41598-024-55255-7] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Brain charts for the human lifespan
Nature <London> 604(7906), 525 - 533 () [10.1038/s41586-022-04554-y] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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2022 roadmap on neuromorphic computing and engineering
Neuromorphic computing and engineering () [10.1088/2634-4386/ac4a83] DBCoverage  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Research Challenges for Energy-Efficient Computing in Automated Vehicles
Computer 56(3), 47 - 58 () [10.1109/MC.2022.3180987]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;
Attractor states in spiking neural networks
Berstein Conference 2023, BerlinBerlin, Germany, 26 Sep 2023 - 29 Sep 20232023-09-262023-09-29 G-Node 1 pp. () [10.12751/NNCN.BC2023.174] BibTeX | EndNote: XML, Text | RIS

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Rational design of memristive devices for new computing paradigm
Fismat 2023, MilanoMilano, Italy, 4 Sep 2023 - 9 Sep 20232023-09-042023-09-09 BibTeX | EndNote: XML, Text | RIS

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Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines
arXiv () [10.48550/arXiv.2311.01171] OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

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Mapping NP-Complete Problems to Physics-Based QUBO Solvers: Quantitative Comparison and Understanding
International conference on neuromorphic, natural and physical computing, NNPC2023, RWTH AachenHannover, RWTH Aachen, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 [10.34734/FZJ-2024-00664] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;  ;
An efficient synchronous-updating memristor-based Ising solver for combinatorial optimization
2022 IEEE International Electron Devices Meeting (IEDM), IEDM, San FranciscoSan Francisco, USA, 3 Dec 2022 - 7 Dec 20222022-12-032022-12-07 IEEE 22.2.1-22.2.4 () [10.1109/IEDM45625.2022.10019348] BibTeX | EndNote: XML, Text | RIS

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Dynamical memristors for higher-complexity neuromorphic computing
Nature reviews 7(7), 575 - 591 () [10.1038/s41578-022-00434-z] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories
18th ACM International Symposium on Nanoscale Architectures, DresdenDresden, Germany, 18 Dec 2023 - 20 Dec 20232023-12-182023-12-20 6 pp. ()  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Best Paper Award
Germany : 18th ACM International Symposium on Nanoscale Architectures () [10.34734/FZJ-2024-00988] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories
NANOARCH '23: 18th ACM International Symposium on Nanoscale Architectures, Dresden GermanyDresden Germany, Dresden, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07 ACM New York, NY, USA 1 pp. () [10.1145/3611315.3633254] BibTeX | EndNote: XML, Text | RIS

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Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search
Nature Communications 13(1), 6284 () [10.1038/s41467-022-33629-7] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Zeroth and higher-order logic with content addressable memories
2023 International Electron Devices Meeting (IEDM), San FranciscoSan Francisco, USA, 9 Dec 2023 - 13 Dec 20232023-12-092023-12-13 IEEE 1-4 () [10.1109/IEDM45741.2023.10413853]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Tree-based machine learning performed in-memory with memristive analog CAM
Nature Communications 12(1), 5806 () [10.1038/s41467-021-25873-0] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part I: Programming Techniques
IEEE transactions on electron devices 68(9), 4373 - 4378 () [10.1109/TED.2021.3095433] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark
IEEE transactions on electron devices 68(9), 4379 - 4383 () [10.1109/TED.2021.3095430] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Differentiable Content Addressable Memory with Memristors
Advanced electronic materials 8(8), 2101198 - () [10.1002/aelm.202101198] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Rational design of redox-based memristive devices for neuromorphic computing
European Materials Research Society Meeting, WarsawWarsaw, Poland, 18 Sep 2023 - 22 Sep 20232023-09-182023-09-22 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Talk (non-conference) (Other)  ;  ;  ;  ;  ;  ;  ;  ;  ;
Rational design of redox-based memristive devices for neuromorphic computing
Jülich-Twente Summit, EnschedeEnschede, Netherlands, 14 Nov 20232023-11-14 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis
Learning rules for CMOS-memristive co-integrated neuromorphic hardware
200 pp. () = Dissertation, RWTH Aachen University, 2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;  ;  ;  ;  ;  ;
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories
CODES/ISSS '23 Companion: 2023 International Conference on Hardware/Software Codesign and System Synthesis, Hamburg GermanyHamburg Germany, Germany, 10 Jul 2023 - 14 Jul 20232023-07-102023-07-14 ACM New York, NY, USA 1 pp. () [10.1145/3607888.3608608] BibTeX | EndNote: XML, Text | RIS

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Fast Ising solvers based on oscillator networks
Nature electronics 4(7), 458 - 459 () [10.1038/s41928-021-00620-x]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Unleashing the Power of Moiré Materials in Neuromorphic Computing
Chinese physics letters 40(12), 127202 - () [10.1088/0256-307X/40/12/127202] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;
State-Space Modeling and Tuning of Memristors for Neuromorphic Computing Applications
ICONS '23: 2023 International Conference on Neuromorphic Systems, Santa Fe NM USASanta Fe NM USA, USA, 1 Aug 2023 - 3 Aug 20232023-08-012023-08-03 ACM New York, NY, USA 1-8 () [10.1145/3589737.3605966] BibTeX | EndNote: XML, Text | RIS

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Integration of physics-derived memristor models with machine learning frameworks
Neuromorphic Materials, Devices, Circuits and Systems, ValènciaValència, Spain, 23 Jan 2023 - 25 Jan 20232023-01-232023-01-25 FUNDACIO DE LA COMUNITAT VALENCIANA SCITO València 1 pp. () [10.29363/nanoge.neumatdecas.2023.011] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book  ;  ;  ;  ;  ;
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
Proceedings of the Neuronics Conference - FUNDACIO DE LA COMUNITAT VALENCIANA SCITO València, 2023. - ISBN - doi:10.29363/nanoge.neuronics.2024.010
Neuronics Conference, ValènciaValència, Spain, 21 Feb 2024 - 23 Feb 20242024-02-212024-02-23
FUNDACIO DE LA COMUNITAT VALENCIANA SCITO València 10 pp. () [10.29363/nanoge.neuronics.2024.010] BibTeX | EndNote: XML, Text | RIS

Last Modified: 28.07.2022