http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ameli Kalkhouran, S. (Corresponding author)FZJ*
Identifying Arnold’s tongue for digital oscillators through event-based control in phase-locked loops
Chaos 34, 103129 (2024) [10.1063/5.0223068]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ameli, S. (Corresponding author)FZJ* ; Samani, K. A.
Low-dimensional behavior of generalized Kuramoto model
Nonlinear dynamics 110, 2781-2791 (2022) [10.1007/s11071-022-07703-0]2022 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ameli, S. (Corresponding author)FZJ* ; Samani, K. A.
Two-step and explosive synchronization in frequency-weighted Kuramoto model
Physica / D 470, 134349 - (2024) [10.1016/j.physd.2024.134349]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Journal Article Ascoli, A. ; Corinto, F. ; Gilli, M. ; Demirkol, A. S. ; Schmitt, N. ; Messaris, I. ; Tetzlaff, R. ; Strachan, J. P.FZJ* ; Chua, L. O.
An Analytical Method to Induce a Multistable Periodic Response to Pulse Trains in a ReRAM Cell
20242024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST), SofiaSofia, Bulgaria, 26 Jun 2024 - 28 Jun 20242024-06-262024-06-28 2024 13th International Conference on Modern Circuits and Systems Technologies (MOCAST) 5, 1-5 (2024) [10.1109/MOCAST61810.2024.10615594]2024   Fulltext Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Ascoli, A. (Corresponding author) ; Schmitt, N. ; Messaris, I. ; Demirkol, A. S. ; Strachan, J. P.FZJ* ; Tetzlaff, R. ; Chua, L.
An analytical approach to engineer multistability in the oscillatory response of a pulse-driven ReRAM
Scientific reports 14(1), 5626 (2024) [10.1038/s41598-024-55255-7]2024   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bethlehem, R. A. I. (Corresponding author) ; Seidlitz, J. ; White, S. R. ; et al
Brain charts for the human lifespan
Nature <London> 604(7906), 525 - 533 (2022) [10.1038/s41586-022-04554-y]2022   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bhattacharya, T. (Corresponding author) ; Hutchinson, G. H. ; Pedretti, G. ; Sheng, X. ; Ignowski, J. ; Vaerenbergh, T. V. ; Beausoleil, R. ; Strachan, J. P.FZJ* ; Strukov, D. B.
Computing high-degree polynomial gradients in memory
Nature Communications 15(1), 8211 (2024) (2024) [10.1038/S41467-024-52488-Y]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Christensen, D. V. ; Dittmann, R.FZJ* ; Linares-Barranco, B. ; et al
2022 roadmap on neuromorphic computing and engineering
Neuromorphic computing and engineering (2022) [10.1088/2634-4386/ac4a83]2022   Restricted Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Dick, R. P. ; Aitken, R. ; Mogill, J. ; Strachan, J. P.FZJ* ; Bresniker, K. ; Lu, W. ; Nakahira, Y. ; Li, Z. ; Marinella, M. J. ; Severa, W. ; Talin, A. A. ; Vineyard, C. M. ; Kumar, S. ; Mailhiot, C. ; Klebanoff, L.
Research Challenges for Energy-Efficient Computing in Automated Vehicles
Computer 56(3), 47 - 58 (2023) [10.1109/MC.2022.3180987]2023   Fulltext Fulltext Fulltext Fulltext Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Dobrynin, D.FZJ* ; Renaudineau, A. ; Hizzani, M.FZJ* ; Strukov, D. ; Mohseni, M. ; Strachan, J. P.FZJ*
Energy landscapes of combinatorial optimization in Ising machines
Physical review / E 110(4), 045308 (2024) [10.1103/PhysRevE.110.045308]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited) Dobrynin, D.FZJ* ; Renaudineau, A. ; Hizzani, M.FZJ* ; Strukov, D. ; Mohseni, M. ; Strachan, J. P.FZJ*
Energy landscapes of combinatorial optimization problems embedded to Ising machines: visualized with disconnectivity graphs
2024International Workshop on Ising Machines – 2024, MessinaMessina, Italy, 16 Apr 2024 - 18 Apr 20242024-04-162024-04-18   Fulltext Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Ebrahimzadeh, p. (Corresponding author)FZJ* ; Bouhadjar, Y.FZJ* ; Schiek, M.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Attractor states in spiking neural networks
2023Berstein Conference 2023, BerlinBerlin, Germany, 26 Sep 2023 - 29 Sep 20232023-09-262023-09-29 G-Node 1 pp. (2023) [10.12751/NNCN.BC2023.174]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call) Grewing, C. (Corresponding author)FZJ* ; Schiek, M.FZJ* ; Ashok, A.FZJ* ; Zambanini, A.FZJ* ; van Waasen, S.FZJ*
Invention Disclosures relating to improved Signal Linearity and Signal to Noise Ratio enhancing Memristor Crossbar Capabilities
2024International Conference on Neuromorphic Coputing and Engineering, ICNCE, AachenAachen, Germany, 3 Jun 2024 - 6 Jun 20242024-06-032024-06-06 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Hassani Sadi, M. (Corresponding author) ; Sudarshan, C.FZJ* ; Wehn, N.
Novel adaptive quantization methodology for 8-bit floating-point DNN training
Design automation for embedded systems 28(2), 91 - 110 (2024) [10.1007/s10617-024-09282-2]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Other) Hellwig, J.FZJ* ; Funck, C.FZJ* ; Spithouris, D.FZJ* ; Sarantopoulos, A.FZJ* ; Siegel, S.FZJ* ; Bäumer, C.FZJ* ; Neftci, E.FZJ* ; Menzel, S.FZJ* ; Dittmann, R.FZJ*
Rational design of memristive devices for new computing paradigm
2023Fismat 2023, MilanoMilano, Italy, 4 Sep 2023 - 9 Sep 20232023-09-042023-09-09 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Hellwig, J. (Corresponding author)FZJ* ; Funck, C. ; Siegel, S.FZJ* ; Sarantopoulos, A.FZJ* ; Spithouris, D.FZJ* ; Menzel, S.FZJ* ; Dittmann, R.FZJ*
Resolving the Relaxation of Volatile Valence Change Memory
Advanced electronic materials 10(12), 2400062 (2024) [10.1002/aelm.202400062]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited) Hellwig, J.FZJ* ; Funck, C. ; Spithouris, D.FZJ* ; Siegel, S.FZJ* ; Dittmann, R.FZJ*
Origin of the time relaxation of volatile valence change memory
2024MRS Spring Meeting, SeattleSeattle, USA, 22 Apr 2024 - 26 Apr 20242024-04-222024-04-26 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Hennen, T. ; Brackmann, L.FZJ* ; Ziegler, T. ; Siegel, S.FZJ* ; Menzel, S.FZJ* ; Waser, R.FZJ* ; Wouters, D. J. ; Bedau, D.
Synaptogen: A Cross-Domain Generative Device Model for Large-Scale Neuromorphic Circuit Design
IEEE transactions on electron devices 71(9), 5345 - 5353 (2024) [10.1109/TED.2024.3427616]2024   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Hizzani, M. (Corresponding author)FZJ* ; Heittmann, A.FZJ* ; Hutchinson, G. ; Dobrynin, D.FZJ* ; Van Vaerenbergh, T. ; Bhattacharya, T. ; Renaudineau, A.FZJ* ; Strukov, D. ; Strachan, J. P.FZJ*
Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines
arXiv (2023) [10.48550/arXiv.2311.01171]2023   OpenAccess Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Hizzani, M. (Corresponding author)FZJ* ; Dobrynin, D.FZJ* ; Van Vaerenbergh, T. ; Hutchinson, G. ; Strukov, D. ; Strachan, J. P.FZJ*
Mapping NP-Complete Problems to Physics-Based QUBO Solvers: Quantitative Comparison and Understanding
2023International 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 OpenAccess OpenAccess OpenAccess OpenAccess 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 Hizzani, M. (Corresponding author)FZJ* ; Heittmann, A.FZJ* ; Hutchinson, G. ; Dobrynin, D.FZJ* ; Van Vaerenbergh, T. ; Bhattacharya, T. ; Renaudineau, A. ; Strukov, D. ; Strachan, J. P.FZJ*
Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines
20242024 IEEE International Symposium on Circuits and Systems (ISCAS), ISCAS, SingaporeSingapore, Singapore, 19 May 2024 - 22 May 20242024-05-192024-05-22 IEEE 1-5 (2024) [10.1109/ISCAS58744.2024.10558658]2024   Fulltext OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Jiang, M. ; Shan, K. ; Sheng, X. ; Graves, C. ; Strachan, J. P. (Corresponding author)FZJ* ; Li, C.
An efficient synchronous-updating memristor-based Ising solver for combinatorial optimization
20222022 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 (2022) [10.1109/IEDM45625.2022.10019348]2022 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kumar, S. ; Wang, X. ; Strachan, J. P. ; Yang, Y. ; Lu, W. D.
Dynamical memristors for higher-complexity neuromorphic computing
Nature reviews 7(7), 575 - 591 (2022) [10.1038/s41578-022-00434-z]2022 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Leroux, N.FZJ* ; Manea, P.FZJ* ; Sudarshan, C.FZJ* ; Finkbeiner, J. R.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
[10.34734/FZJ-2025-01095]   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Leroux, N. (Corresponding author)FZJ* ; Manea, P.-P. (Corresponding author)FZJ* ; Sudarshan, C.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
arXiv (2024) [10.48550/arXiv.2409.19315]2024   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Manea, P. (Corresponding author)FZJ* ; Sudarshan, C.FZJ* ; Cüppers, F.FZJ* ; Strachan, J. P.FZJ*
Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories
202318th ACM International Symposium on Nanoscale Architectures, DresdenDresden, Germany, 18 Dec 2023 - 20 Dec 20232023-12-182023-12-20 6 pp. (2023)2023   Restricted Restricted Restricted Restricted Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Award Manea, P. (Corresponding author)FZJ* ; Strachan, J. P.FZJ* ; Sudarshan, C.FZJ* ; Cüppers, F.FZJ*
Best Paper Award
Germany : 18th ACM International Symposium on Nanoscale Architectures (2023) [10.34734/FZJ-2024-00988]2023   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Manea, P.-P.FZJ* ; Sudarshan, C.FZJ* ; Cüppers, F.FZJ* ; Strachan, J. P.FZJ*
Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories
2023NANOARCH '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. (2023) [10.1145/3611315.3633254]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Manea, P.-P. (Corresponding author)FZJ* ; Leroux, N.FZJ* ; Neftci, E.FZJ* ; Strachan, J. P.FZJ*
Gain Cell-Based Analog Content Addressable Memory for Dynamic Associative tasks in AI
arXiv (2024) [10.48550/arXiv.2410.09755]2024   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mao, R. ; Wen, B. ; Kazemi, A. ; Zhao, Y. ; Laguna, A. F. ; Lin, R. ; Wong, N. ; Niemier, M. ; Hu, X. S. ; Sheng, X. ; Graves, C. E. ; Strachan, J. P. (Corresponding author)FZJ* ; Li, C.
Experimentally validated memristive memory augmented neural network with efficient hashing and similarity search
Nature Communications 13(1), 6284 (2022) [10.1038/s41467-022-33629-7]2022   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mehonic, A. ; Ielmini, D. ; Roy, K. ; et al
Roadmap to neuromorphic computing with emerging technologies
APL materials 12(10), 109201 (2024) [10.1063/5.0179424]2024   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Pedretti, G. ; Böhm, F. ; Hizzani, M.FZJ* ; Bhattacharya, T. ; Bruel, P. ; Moon, J. ; Serebryakov, S. ; Strukov, D. ; Strachan, J. P.FZJ* ; Ignowski, J. ; Van Vaerenbergh, T. ; Beausoleil, R. ; Mohseni, M.
Zeroth and higher-order logic with content addressable memories
20232023 International Electron Devices Meeting (IEDM), San FranciscoSan Francisco, USA, 9 Dec 2023 - 13 Dec 20232023-12-092023-12-13 IEEE 1-4 (2023) [10.1109/IEDM45741.2023.10413853]2023   Restricted Restricted Restricted Restricted Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pedretti, G. ; Graves, C. E. ; Serebryakov, S. ; Mao, R. ; Sheng, X. ; Foltin, M. ; Li, C. ; Strachan, J. P. (Corresponding author)FZJ*
Tree-based machine learning performed in-memory with memristive analog CAM
Nature Communications 12(1), 5806 (2021) [10.1038/s41467-021-25873-0]2021   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pedretti, G. ; Mannocci, P. ; Li, C. ; Sun, Z. ; Strachan, J. P.FZJ*RWTH* ; Ielmini, D.
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part I: Programming Techniques
IEEE transactions on electron devices 68(9), 4373 - 4378 (2021) [10.1109/TED.2021.3095433]2021   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pedretti, G. ; Mannocci, P. ; Li, C. ; Sun, Z. ; Strachan, J. P.FZJ*RWTH* ; Ielmini, D.
Redundancy and Analog Slicing for Precise In-Memory Machine Learning—Part II: Applications and Benchmark
IEEE transactions on electron devices 68(9), 4379 - 4383 (2021) [10.1109/TED.2021.3095430]2021   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Pedretti, G. ; Graves, C. E. ; Van Vaerenbergh, T. ; Serebryakov, S. ; Foltin, M. ; Sheng, X. ; Mao, R. ; Li, C. ; Strachan, J. P. (Corresponding author)FZJ*
Differentiable Content Addressable Memory with Memristors
Advanced electronic materials 8(8), 2101198 - (2022) [10.1002/aelm.202101198]2022   OpenAccess Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Peronaci, F. ; Ameli Kalkhouran, S.FZJ* ; Takayoshi, S. ; Landsman, A. ; Oka, T.
Mott memristors based on field-induced carrier avalanche multiplication
Physical review / B 107(7), 075154 (2023) [10.1103/PhysRevB.107.075154]2023   OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Robens, M.FZJ* ; Kleijnen, R. ; Schiek, M.FZJ* ; van Waasen, S.FZJ*
NoC Simulation steered by NEST: McAERsim and a Noxim Patch
Frontiers in neuroscience 18, 1371103 (2024) [10.3389/fnins.2024.1371103]2024   Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext Fulltext OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Robens, M. (Corresponding author)FZJ* ; Schiek, M.FZJ* ; van Waasen, S.FZJ*
Simulation of Efficient Inter-Node Communication for Theoretical Neuroscience Applications
2024International Conference on Neuromorphic Computing and Engineering, ICNCE 2024, AachenAachen, Germany, 3 Jun 2024 - 6 Jun 20242024-06-032024-06-06 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Salwa, Y. N. (Corresponding author)FZJ* ; Schiek, M.FZJ* ; Ashok, A.FZJ* ; Grewing, C.FZJ* ; Ebrahimzadeh, P.FZJ* ; Zambanini, A.FZJ* ; van Waasen, S.FZJ*
Exploring Coupled Oscillator Networks with Highly-Configurable Integrated Circuit Designs
2024XLIV- Dynamic Days conference 2024, DDE 2024, University of Duisburg EssenBremen, University of Duisburg Essen, Germany, 28 Jul 2024 - 2 Aug 20242024-07-282024-08-02 [10.34734/FZJ-2024-05535]   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited) Sarantopoulos, A.FZJ* ; Hellwig, J.FZJ* ; Funck, C.FZJ* ; Spithouris, D.FZJ* ; Siegel, S.FZJ* ; Bäumer, C. ; Lange, K. ; Rivadulla, F. ; Menzel, S.FZJ* ; Dittmann, R.FZJ*
Rational design of redox-based memristive devices for neuromorphic computing
2023European 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) Sarantopoulos, A.FZJ* ; Hellwig, J.FZJ* ; Funck, C.FZJ* ; Spithouris, D.FZJ* ; Siegel, S.FZJ* ; Bäumer, C. ; Lange, K. ; Rivadulla, F. ; Menzel, S.FZJ* ; Dittmann, R.FZJ*
Rational design of redox-based memristive devices for neuromorphic computing
2023Jülich-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 Siegel, S.FZJ*
Learning rules for CMOS-memristive co-integrated neuromorphic hardware
200 pp. (2023)2023 = Dissertation, RWTH Aachen University, 2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Siegel, S. (Corresponding author)FZJ* ; Bouhadjar, Y.FZJ* ; Ziegler, T. ; Waser, R.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
MemSpikingTM: Neuromorphic sequence learning with memristive in-memory computing - from algorithm to hardware demonstration
2024International Conference on Neuromorphic Computing and Engineering, ICNCE, AachenAachen, Fed Rep Germany, 3 Jun 2024 - 6 Jun 20242024-06-032024-06-06 [10.34734/FZJ-2024-04781]   OpenAccess OpenAccess OpenAccess OpenAccess OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Siegel, S. (Corresponding author)FZJ* ; Yang, M.-J.FZJ* ; Strachan, J. P.FZJ*
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware
arXiv (2024) [10.48550/arXiv.2412.20215]2024   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Other) Siegel, S. (Corresponding author)FZJ* ; Ziegler, T. ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Waser, R. ; Dittmann, R.FZJ* ; Wouters, D.
Neuromorphic sequence learning with memristive in-memory computing
2024Helmholtz AI Conference, HAICON, DüsseldorfDüsseldorf, Germany, 12 Jun 2024 - 14 Jun 20242024-06-122024-06-14   Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Staudigl, F. ; Hossein, M. ; Ziegler, T. ; Al Indari, H. ; Pelke, R. ; Siegel, S.FZJ* ; Wouters, D. J. ; Sisejkovic, D. ; Joseph, J. M. ; Leupers, R.
Work-in-Progress: A Universal Instrumentation Platform for Non-Volatile Memories
2023CODES/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. (2023) [10.1145/3607888.3608608]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Strachan, J. P. (Corresponding author)FZJ*RWTH*
Fast Ising solvers based on oscillator networks
Nature electronics 4(7), 458 - 459 (2021) [10.1038/s41928-021-00620-x]2021   Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Strachan, J. P. (Corresponding author)FZJ*
Unleashing the Power of Moiré Materials in Neuromorphic Computing
Chinese physics letters 40(12), 127202 - (2023) [10.1088/0256-307X/40/12/127202]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Tossoun, B. ; Liang, D. ; Cheung, S. ; Fang, Z. ; Sheng, X. ; Strachan, J. P.FZJ* ; Beausoleil, R. G.
High-speed and energy-efficient non-volatile silicon photonic memory based on heterogeneously integrated memresonator
Nature Communications 15(1), 551 (2024) [10.1038/s41467-024-44773-7]2024   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Yang, M.-J. (Corresponding author)FZJ* ; Paul Strachan, J.FZJ*
State-Space Modeling and Tuning of Memristors for Neuromorphic Computing Applications
2023ICONS '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 (2023) [10.1145/3589737.3605966]2023 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Yu, J.FZJ* ; Manea, P.FZJ* ; Ameli Kalkhouran, S.FZJ* ; Hizzani, M.FZJ* ; Eldebiky, A. ; Strachan, J. P.FZJ*
Analog Feedback-Controlled Memristor Programming Circuit for Analog Content Addressable Memory
20232023 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE), MilanoMilano, Italy, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 IEEE 6, 983-988 (2023) [10.1109/MetroXRAINE58569.2023.10405732]2023   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Journal Article Yu, J.FZJ* ; Manea, P.FZJ* ; Hizzani, M.FZJ* ; Ameli Kalkhouran, S.FZJ* ; Strachan, J. P.FZJ*
A Memristor Variation-Aware Analog Memristor Programming Circuit for Associative Memories
20242024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), NancyNancy, France, 18 Nov 2024 - 20 Nov 20242024-11-182024-11-20 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS) 4, 1-4 (2024) [10.1109/ICECS61496.2024.10848806]2024   Fulltext Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Yu, Z.FZJ* ; Menzel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
Integration of physics-derived memristor models with machine learning frameworks
2023Neuromorphic 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. (2023) [10.29363/nanoge.neumatdecas.2023.011]2023 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 Yu, Z. (Corresponding author)FZJ* ; Yang, M.-J.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E.FZJ*
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
2023Proceedings 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. (2023) [10.29363/nanoge.neuronics.2024.010]2023 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 Yu, Z.FZJ* ; Yang, M.-J.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E. (Corresponding author)FZJ*
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
20242024 IEEE 6th International Conference on AI Circuits and Systems (AICAS) : [Proceedings] - IEEE, 2024. - ISBN 979-8-3503-8363-8 - doi:10.1109/AICAS59952.2024.10595913
2024 IEEE 6th International Conference on AI Circuits and Systems (AICAS), Abu DhabiAbu Dhabi, United Arab Emirates, 22 Apr 2024 - 25 Apr 20242024-04-222024-04-25 Abu Dhabi : IEEE, International Conference on AI Circuits and Systems (AICAS) 398-402 (2024) [10.1109/AICAS59952.2024.10595913]2024   Fulltext Restricted BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Yu, Z.FZJ* ; Yang, M.-J.FZJ* ; Finkbeiner, J.FZJ* ; Siegel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E. (Corresponding author)FZJ*
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
arXiv (2024) [10.48550/arXiv.2403.06712]2024   Fulltext OpenAccess BibTeX | EndNote: XML, Text | RIS