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   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint Korcsak-Gorzo, A. (Corresponding author)FZJ* ; Linssen, C.FZJ* ; Albers, J.FZJ* ; Dasbach, S. (Corresponding author)FZJ* ; Duarte, R. ; Kunkel, S. ; Morrison, A.FZJ* ; Senk, J.FZJ* ; Stapmanns, J.FZJ* ; Tetzlaff, T.FZJ* ; Diesmann, M.FZJ* ; van Albada, S. J.FZJ*
Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density
arXiv (2022) [10.48550/ARXIV.2212.05354]2022   Files  Fulltext by OpenAccess repository 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 Siegel, S.FZJ* ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
Sequence learning in a memristive crossbar array
2022Proceedings of the Materials, devices and systems for neuromorphic computing 2022 - Fundació Scito València, 2022. - ISBN - doi:10.29363/nanoge.matnec.2022.014
Materials, devices and systems for neuromorphic computing 2022, GroningenGroningen, Netherlands, 28 Mar 2022 - 29 Mar 20222022-03-282022-03-29 Fundació Scito València 1, 1 pp. (2022) [10.29363/nanoge.matnec.2022.014]2022 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* ; Menzel, S.FZJ* ; Strachan, J. P.FZJ* ; Neftci, E. (Corresponding author)FZJ*
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks
20222022 56th Asilomar Conference on Signals, Systems, and Computers : [Proceedings] - IEEE, 2022. - ISBN 978-1-6654-5906-8 - doi:10.1109/IEEECONF56349.2022.10052010
2022 56th Asilomar Conference on Signals, Systems, and Computers, Pacific GrovePacific Grove, CA, 31 Oct 2022 - 2 Nov 20222022-10-312022-11-02 IEEE 1142-1146 (2022) [10.1109/IEEECONF56349.2022.10052010]2022   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Finkbeiner, J. R. (Corresponding author)FZJ* ; Neftci, E.FZJ*
Exploiting Sparsity for Accelerated SNN Training on Graphcore IPUs
2022Neuromorphic Algorithms 2022, NEAL2022, RWTH AachenGöttingen, RWTH Aachen, Germany, 6 Sep 2022 - 8 Sep 20222022-09-062022-09-08 [10.34734/FZJ-2024-01377]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Finkbeiner, J. R. (Corresponding author)FZJ* ; Neftci, E.FZJ*
Exploiting Sparsity for Accelerated SNN Training on Graphcore IPUs
2022Spiking Neural networks as Universal Function Approximators, SNUFA22, RWTH AachenOnline, RWTH Aachen, Germany, 9 Nov 2022 - 10 Nov 20222022-11-092022-11-10 [10.34734/FZJ-2024-01380]   Files 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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Siegel, S.FZJ* ; Ziegler, T.FZJ* ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Waser, R.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
MemSpiking TM - Demonstration of Sequence Learning on a Memristive Array
2023Neuro-inspired Computational Elements, Nice 23, New YorkNew York, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Siegel, S. (Corresponding author)FZJ* ; Bouhadjar, Y.FZJ* ; Tetzlaff, T.FZJ* ; Waser, R.FZJ* ; Dittmann, R.FZJ* ; Wouters, D.
System model of neuromorphic sequence learning on a memristive crossbar array
Neuromorphic computing and engineering 3, 024002 (2023) [10.1088/2634-4386/acca45]2023   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Bouhadjar, Y. (Corresponding author)FZJ* ; Siegel, S.FZJ* ; Tetzlaff, T.FZJ* ; Diesmann, M.FZJ* ; Waser, R.FZJ* ; Wouters, D. J.
Sequence learning in a spiking neuronal network with memristive synapses
Neuromorphic computing and engineering 3, 034014 (2023) [10.1088/2634-4386/acf1c4]2023   Files 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 Poster (After Call) Pronold, J. ; Jordan, J. ; Wylie, B. J. N.FZJ* ; Kitayama, I. ; Diesmann, M.FZJ* ; Kunkel, S. (Corresponding author)FZJ*
Routing brain traffic through the von Neumann bottleneck: Optimization strategies for efficient spike delivery in large-scale network simulations on conventional hardware
2023International conference on neuromorphic, natural and physical computing, HanoverHanover, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Lohoff, J.FZJ* ; Neftci, E.FZJ*
Finding new bio-plausible Learning Rules using Deep Reinforcement Learning
2023nternational conference on neuromorphic, natural and physical computing, NNPC, RWTH AachenHanover, RWTH Aachen, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 [10.34734/FZJ-2024-01020]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schoepe, T. (Corresponding author)FZJ* ; Gutierrez-Galan, D. ; Dominguez-Morales, J. P. ; Greatorex, H. ; Jimenez-Fernandez, A. ; Linares-Barranco, A. ; Chicca, E.
Closed-loop sound source localization in neuromorphic systems
Neuromorphic computing and engineering 3(2), 024009 - (2023) [10.1088/2634-4386/acdaba]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Finkbeiner, J. R. (Corresponding author)FZJ* ; Neftci, E.FZJ*
Exploiting Sparsity for Accelerated SNN Training on Graphcore IPUs
2023International conference on neuromorphic, natural and physical computing, NNPC23, RWTH AachenHannover, RWTH Aachen, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 [10.34734/FZJ-2024-01378]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   Files  Fulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Kudithipudi, D. ; Daram, A. ; Zyarah, A. M. ; Zohora, F. T. ; Aimone, J. B. ; Yanguas-Gil, A. ; Soures, N. ; Neftci, E.FZJ* ; Mattina, M. ; Lomonaco, V. ; Thiem, C. D. ; Epstein, B.
Design principles for lifelong learning AI accelerators
Nature electronics 6(11), 807 - 822 (2023) [10.1038/s41928-023-01054-3]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Barsever, D. (Corresponding author) ; Steyvers, M. ; Neftci, E.FZJ*
Building and benchmarking the motivated deception corpus: Improving the quality of deceptive text through gaming
Behavior research methods 55(8), 4478 - 4488 (2023) [10.3758/s13428-022-02028-7]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Eshraghian, J. K. ; Ward, M. ; Neftci, E. O.FZJ* ; Wang, X. ; Lenz, G. ; Dwivedi, G. ; Bennamoun, M. ; Jeong, D. S. ; Lu, W. D.
Training Spiking Neural Networks Using Lessons From Deep Learning
Proceedings of the IEEE 111(9), 1016 - 1054 (2023) [10.1109/JPROC.2023.3308088]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Park, J. (Corresponding author) ; Ha, S. ; Yu, T. ; Neftci, E.FZJ* ; Cauwenberghs, G.
A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics
Frontiers in neuroscience 17, 1198306 (2023) [10.3389/fnins.2023.1198306]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Payvand, M. ; Neftci, E. (Corresponding author)FZJ* ; Zenke, F.
Editorial: Focus issue on machine learning for neuromorphic engineering
Neuromorphic computing and engineering 3(3), 030403 - (2023) [10.1088/2634-4386/acee1a]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Xing, J. (Corresponding author) ; Nagata, T. ; Zou, X. ; Neftci, E.FZJ* ; Krichmar, J. L.
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization
Neural networks 161, 228 - 241 (2023) [10.1016/j.neunet.2023.01.025]2023 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 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png 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   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schoepe, T. (Corresponding author)FZJ* ; Janotte, E. ; Milde, M. B. ; Bertrand, O. J. N. ; Egelhaaf, M. ; Chicca, E.
Finding the gap: neuromorphic motion-vision in dense environments
Nature Communications 15(1), 817 (2024) [10.1038/s41467-024-45063-y]2024   Files BibTeX | EndNote: XML, Text | RIS