Peter Grünberg Institute (PGI)

Neuromorphic Software Ecosystems (PGI-15)

Other contributions 2023

Contribution to a conference proceedings/Contribution to a book Siegel, S. (Corresponding author)FZJ* ; Ziegler, T.FZJ* ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Waser, R.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
Demonstration of neuromorphic sequence learning on a memristive array
2023Neuro-Inspired Computational Elements Conference : [Proceedings] - ACM New York, NY, USA, 2023. - ISBN 9781450399470 - doi:10.1145/3584954.3585000
NICE 2023: Neuro-Inspired Computational Elements Conference, San Antonio TX USASan Antonio TX USA, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07 ACM New York, NY, USA 1 pp. (2023) [10.1145/3584954.3585000]2023 Files Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Other) Siegel, S.FZJ* ; Ziegler, T.FZJ* ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Waser, R.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
Demonstration of neuromorphic sequence learning on a memristive array.
2023Annual Neuro-Inspired Computational Elements Conference, Nice 23, New YorkNew York, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07 Files BibTeX | EndNote: XML, Text | RIS

Proceedings Lohoff, J.FZJ* ; Yu, Z.FZJ* ; Finkbeiner, J. R.FZJ* ; Kaya, A. ; Stewart, K. ; Wai Lui, H. ; Neftci, E.FZJ*
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review
2023International Conference on Neuromorphic Systems, ICONS, Santa FeSanta Fe, USA, 3 Aug 2023 - 5 Aug 20232023-08-032023-08-05 ACM New York, NY, USA (2023) [10.1145/3589737.3605967]2023 BibTeX | EndNote: XML, Text | RIS

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

Contribution to a conference proceedings Schoepe, T.FZJ* ; Chicca, E.
Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation
20232023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), DetroitDetroit, MI, 1 Oct 2023 - 5 Oct 20232023-10-012023-10-05 IEEE 4727-4733 (2023) [10.1109/IROS55552.2023.10342210]2023 Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Bouhadjar, Y. (Corresponding author)FZJ* ; Siegel, S.FZJ* ; Diesmann, M.FZJ* ; Waser, R.FZJ* ; Neftci, E.FZJ* ; Wouters, D. J. ; Tetzlaff, T.FZJ*
Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware
2023Neuromorphic, Natural and Physical Computing, NNPC, HannoverHannover, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 (2023) [10.34734/FZJ-2024-01347]2023 OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Preprint Finkbeiner, J. R. (Corresponding author)FZJ* ; Gmeinder, T. ; Pupilli, M. ; Titterton, A. ; Neftci, E.FZJ*
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
arXiv (2023) [10.48550/arXiv.2311.04386]2023 OpenAccess Files Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Lui, H. W. ; Gallo, E. ; Neftci, E.FZJ*
Patient Privacy Protecting Physics Informed Neural Network for Cardiovascular Monitoring
20232023 IEEE Biomedical Circuits and Systems Conference (BioCAS), TorontoToronto, ON, 19 Oct 2023 - 21 Oct 20232023-10-192023-10-21 IEEE 1-5 (2023) [10.1109/BioCAS58349.2023.10388623]2023 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Fleck, T. ; Pavlitska, S. ; Nitzsche, S. ; Pachideh, B. ; Peccia, F. ; Ahmed, S. H.FZJ* ; Meyer, S. M. ; Richter, M. ; Broertjes, K. ; Neftci, E.FZJ* ; Becker, J. ; Bringmann, O. ; Zöllner, J. M.
Low-Power Traffic Surveillance using Multiple RGB and Event Cameras: A Survey
20232023 IEEE International Smart Cities Conference (ISC2) : [Proceedings] - IEEE, 2023. - ISBN 979-8-3503-9775-8 - doi:10.1109/ISC257844.2023.10293592
2023 IEEE International Smart Cities Conference (ISC2), BucharestBucharest, Romania, 24 Sep 2023 - 27 Sep 20232023-09-242023-09-27 IEEE 1-7 (2023) [10.1109/ISC257844.2023.10293592]2023 BibTeX | EndNote: XML, Text | RIS

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

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

Preprint Yik, J. ; Berghe, K. V. d. ; Blanken, D. d. ; et al
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
arXiv (2023) [10.48550/ARXIV.2304.04640]2023 Fulltext BibTeX | EndNote: XML, Text | RIS

Conference Presentation (After Call) Renner, A. (Corresponding author)FZJ* ; Supic, L. ; Danielescu, A. ; Indiveri, G. ; Olshausen, B. A. ; Sandamirskaya, Y. ; Sommer, F. T. ; Paxon Frady, E.
Neuromorphic Hyperdimensional Visual Scene Factorization
2023International conference on neuromorphic, natural and physical computing, NNPC2023, HannoverHannover, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 [10.34734/FZJ-2024-02523] OpenAccess Files BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Neftci, E.FZJ*
Pre-training and Meta-learning for Memristor Crossbar Arrays
2023Neuronics Conference, ValènciaValència, Spain, 21 Feb 2024 - 23 Feb 20242024-02-212024-02-23 [10.29363/nanoge.neuronics.2024.027] Fulltext BibTeX | EndNote: XML, Text | RIS

Conference Presentation (Invited) Neftci, E.FZJ* ; Yu, Z.FZJ* ; Leroux, N.FZJ*
Training-to-Learn with Memristive Devices
2023Neuromorphic Materials, Devices, Circuits and Systems, ValènciaValència, Spain, 23 Jan 2023 - 25 Jan 20232023-01-232023-01-25 [10.29363/nanoge.neumatdecas.2023.013] Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Demirag, Y. ; Dittmann, R.FZJ* ; Indiveri, G. ; Neftci, E.FZJ*
Overcoming phase-change material non-idealities by meta-learning for adaptation on the edge
2023Proceedings of the Neuromorphic Materials, Devices, Circuits and Systems - FUNDACIO DE LA COMUNITAT VALENCIANA SCITO València, 2023. - ISBN - doi:10.29363/nanoge.neumatdecas.2023.043
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 - (2023) [10.29363/nanoge.neumatdecas.2023.043]2023 OpenAccess Files Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Benmeziane, H. (Corresponding author) ; Ounnoughene, A. Z. ; Hamzaoui, I. ; Bouhadjar, Y.FZJ*
Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training
2023IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), St. PetersburgSt. Petersburg, USA, 15 May 2023 - 19 May 20232023-05-152023-05-19 IEEE 790-794 (2023) [10.1109/IPDPSW59300.2023.00132]2023 Files BibTeX | EndNote: XML, Text | RIS

Proceedings Elfgen, A. (Editor)FZJ* ; Terhorst, D. (Editor)FZJ* ; Neftci, E.FZJ* ; Geminiani, A. ; Wyatt, C.FZJ* ; Shimoura, R. O.FZJ* ; De Santis, F. ; Sartori, C. A. ; Haug, N. ; Spreizer, S.FZJ* ; Mitchell, J.FZJ* ; Graber, S.FZJ* ; Ghazinouri, B. ; Villamar, J.FZJ* ; Linssen, C.FZJ* ; Babu, P.FZJ* ; Huisman, B.FZJ* ; Hater, T.FZJ* ; Plesser, H. E. (Editor)FZJ* ; Kurth, A. (Editor)FZJ* ; Morrison, A. (Editor)FZJ* ; De Schepper, R. (Editor) ; Diesmann, M. (Editor)FZJ*
NEST Conference 2023 Contributions
2023NEST Conference 2023, virtualvirtual, virtual, 15 Jun 2023 - 16 Jun 20232023-06-152023-06-16 Zenodo (2023) [10.5281/ZENODO.8014764]2023 Fulltext BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings/Contribution to a book Neftci, E.FZJ* ; Lohoff, J.FZJ* ; Yu, Z.FZJ* ; Finkbeiner, J. R.FZJ* ; Kaya, A.FZJ* ; Stewart, K. ; Lui, H. W.
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review
2023ICONS '23: Proceedings of the 2023 International Conference on Neuromorphic Systems
ICONS 2023, Santa FeSanta Fe, Mexico, 1 Aug 2023 - 3 Aug 20232023-08-012023-08-03 New York : Association for Computing Machinery 1-8 (2023)2023 BibTeX | EndNote: XML, Text | RIS

Contribution to a conference proceedings Neftci, E.FZJ* ; Jeffrey, K. ; Alonso, N.
Understanding and Improving Optimization in Predictive Coding Networks
2023The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), VancouverVancouver, Canada, 20 Feb 2024 - 27 Feb 20242024-02-202024-02-27 arXiv 10812-10820 (2023) [10.48550/ARXIV.2305.13562]2023 Files BibTeX | EndNote: XML, Text | RIS

Last Modified: 26.01.2026