Publications

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ; et al
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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Phenomenological modeling of diverse and heterogeneous synaptic dynamics at natural density
arXiv () [10.48550/ARXIV.2212.05354] OpenAccess  Download fulltext Files  Download fulltextFulltext 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  ;  ;  ;  ;
Sequence learning in a memristive crossbar array
Proceedings 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. () [10.29363/nanoge.matnec.2022.014] 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  ;  ;  ;
Integration of Physics-Derived Memristor Models with Machine Learning Frameworks
2022 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 () [10.1109/IEEECONF56349.2022.10052010] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;
Exploiting Sparsity for Accelerated SNN Training on Graphcore IPUs
Spiking 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] 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/Contribution to a book  ;  ;  ;  ;  ;  ;
Demonstration of neuromorphic sequence learning on a memristive array
Neuro-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. () [10.1145/3584954.3585000] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Other)  ;  ;  ;  ;  ;  ;
Demonstration of neuromorphic sequence learning on a memristive array.
Annual Neuro-Inspired Computational Elements Conference, Nice 23, New YorkNew York, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other)  ;  ;  ;  ;  ;  ;
MemSpiking TM - Demonstration of Sequence Learning on a Memristive Array
Neuro-inspired Computational Elements, Nice 23, New YorkNew York, USA, 3 Apr 2023 - 7 Apr 20232023-04-032023-04-07 OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
System model of neuromorphic sequence learning on a memristive crossbar array
Neuromorphic computing and engineering 3, 024002 () [10.1088/2634-4386/acca45] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
Proceedings of the National Academy of Sciences of the United States of America 120(32), e2300558120 () [10.1073/pnas.2300558120] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Proceedings  ;  ;  ;  ;  ;  ;
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review
International Conference on Neuromorphic Systems, ICONS, Santa FeSanta Fe, USA, 3 Aug 2023 - 5 Aug 20232023-08-032023-08-05 ACM New York, NY, USA () [10.1145/3589737.3605967] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
Sequence learning in a spiking neuronal network with memristive synapses
Neuromorphic computing and engineering 3, 034014 () [10.1088/2634-4386/acf1c4] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Other)  ;  ;  ;  ;  ;  ;  ;  ;
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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;  ;  ;  ;
Routing brain traffic through the von Neumann bottleneck: Optimization strategies for efficient spike delivery in large-scale network simulations on conventional hardware
International 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)  ;
Finding new bio-plausible Learning Rules using Deep Reinforcement Learning
nternational 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] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
Closed-loop sound source localization in neuromorphic systems
Neuromorphic computing and engineering 3(2), 024009 - () [10.1088/2634-4386/acdaba] 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  ;
Finding the Goal: Insect-Inspired Spiking Neural Network for Heading Error Estimation
2023 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 () [10.1109/IROS55552.2023.10342210]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;  ;  ;  ;  ;
Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware
Neuromorphic, Natural and Physical Computing, NNPC, HannoverHannover, Germany, 25 Oct 2023 - 27 Oct 20232023-10-252023-10-27 () [10.34734/FZJ-2024-01347] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;
Exploiting Sparsity for Accelerated SNN Training on Graphcore IPUs
International 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] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
arXiv () [10.48550/arXiv.2311.04386] OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Design principles for lifelong learning AI accelerators
Nature electronics 6(11), 807 - 822 () [10.1038/s41928-023-01054-3] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Building and benchmarking the motivated deception corpus: Improving the quality of deceptive text through gaming
Behavior research methods 55(8), 4478 - 4488 () [10.3758/s13428-022-02028-7] 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  ;  ;
Patient Privacy Protecting Physics Informed Neural Network for Cardiovascular Monitoring
2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), TorontoToronto, ON, 19 Oct 2023 - 21 Oct 20232023-10-192023-10-21 IEEE 1-5 () [10.1109/BioCAS58349.2023.10388623] 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  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Low-Power Traffic Surveillance using Multiple RGB and Event Cameras: A Survey
2023 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 () [10.1109/ISC257844.2023.10293592] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;  ;
Training Spiking Neural Networks Using Lessons From Deep Learning
Proceedings of the IEEE 111(9), 1016 - 1054 () [10.1109/JPROC.2023.3308088] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
A 22-pJ/spike 73-Mspikes/s 130k-compartment neural array transceiver with conductance-based synaptic and membrane dynamics
Frontiers in neuroscience 17, 1198306 () [10.3389/fnins.2023.1198306] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Editorial: Focus issue on machine learning for neuromorphic engineering
Neuromorphic computing and engineering 3(3), 030403 - () [10.1088/2634-4386/acee1a] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization
Neural networks 161, 228 - 241 () [10.1016/j.neunet.2023.01.025] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
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

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ; et al
NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems
arXiv () [10.48550/ARXIV.2304.04640]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;  ;  ;  ;  ;  ;
Neuromorphic Hyperdimensional Visual Scene Factorization
International 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  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited)
Pre-training and Meta-learning for Memristor Crossbar Arrays
Neuronics Conference, ValènciaValència, Spain, 21 Feb 2024 - 23 Feb 20242024-02-212024-02-23 [10.29363/nanoge.neuronics.2024.027]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Invited)  ;  ;
Training-to-Learn with Memristive Devices
Neuromorphic Materials, Devices, Circuits and Systems, ValènciaValència, Spain, 23 Jan 2023 - 25 Jan 20232023-01-232023-01-25 [10.29363/nanoge.neumatdecas.2023.013]   Download fulltextFulltext 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  ;  ;  ;
Overcoming phase-change material non-idealities by meta-learning for adaptation on the edge
Proceedings 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 - () [10.29363/nanoge.neumatdecas.2023.043] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training
IEEE 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 () [10.1109/IPDPSW59300.2023.00132]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Proceedings  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
NEST Conference 2023 Contributions
NEST Conference 2023, virtualvirtual, virtual, 15 Jun 2023 - 16 Jun 20232023-06-152023-06-16 Zenodo () [10.5281/ZENODO.8014764]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;
Online Transformers with Spiking Neurons for Fast Prosthetic Hand Control
Artificial Intelligence BioMedical Circuits And Systems For Health, Biocas IEEE, TorontoToronto, Canada, 19 Oct 2023 - 21 Oct 20232023-10-192023-10-21  Download fulltext Files  Download fulltextFulltext 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  ;  ;  ;  ;  ;  ;
Interfacing Neuromorphic Hardware with Machine Learning Frameworks - A Review
ICONS '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 () BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Understanding and Improving Optimization in Predictive Coding Networks
The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI-24), VancouverVancouver, Canada, 20 Feb 2024 - 27 Feb 20242024-02-202024-02-27 arXiv 10812-10820 () [10.48550/ARXIV.2305.13562]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
Finding the gap: neuromorphic motion-vision in dense environments
Nature Communications 15(1), 817 () [10.1038/s41467-024-45063-y] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;
Continual learning using dendritic modulations on view-invariant feedforward weights
Computational and Systems Neuroscience 2024, COSYNE 2024, LisbonLisbon, Portugal, 29 Feb 2024 - 3 Mar 20242024-02-292024-03-03 [10.34734/FZJ-2024-02719] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
Visual odometry with neuromorphic resonator networks
Nature machine intelligence 6(6), 653–663 () [10.1038/s42256-024-00846-2] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;  ;
Neuromorphic visual scene understanding with resonator networks
Nature machine intelligence 6(6), 641–652 () [10.1038/s42256-024-00848-0]  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
Phenomenological Modeling of Diverse and Heterogeneous Synaptic Dynamics at Natural Density
New Aspects in Analyzing the Synaptic Organization of the Brain / Lübke, Joachim H.R. (Editor) ; New York, NY : Springer US, 2024, Chapter 15 ; ISSN: 0893-2336=1940-6045 ; ISBN: 978-1-0716-4018-0=978-1-0716-4019-7 ; doi:10.1007/978-1-0716-4019-7 New York, NY : Springer US, Neuromethods 212, 277 - 321 () [10.1007/978-1-0716-4019-7_15] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
The backpropagation algorithm implemented on spiking neuromorphic hardware
Nature Communications 15(1), 9691 () [10.1038/s41467-024-53827-9] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;
Exploiting network structure in NEST: Efficient communication in brain-scale simulations
NEST Conference 2024, RWTH Aachenvirtual, RWTH Aachen, virtual, 17 Jun 2024 - 18 Jun 20242024-06-172024-06-18 [10.34734/FZJ-2024-06597] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call)  ;  ;
Exploiting network topology in brain-scale multi-area model simulations
Federation of European Neuroscience Societies, FENS, RWTH AachenVienna, RWTH Aachen, Austria, 25 Jun 2024 - 29 Jun 20242024-06-252024-06-29 [10.34734/FZJ-2024-06598] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Software  ;  ;  ;  ;  ;  ;  ;  ;
NESTML (v8.0.0)
  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Software  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;  ;
NEST 3.8
[10.5281/ZENODO.12624784] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;
Conductance-based dendrites perform Bayes-optimal cue integration
PLoS Computational Biology 20(6), e1012047 - () [10.1371/journal.pcbi.1012047] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Generating Minimal Training Sets for Machine Learned Potentials
Physical review letters 132(16), 167301 () [10.1103/PhysRevLett.132.167301] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
ETLP: event-based three-factor local plasticity for online learning with neuromorphic hardware
Neuromorphic computing and engineering 4(3), 034006 - () [10.1088/2634-4386/ad6733] 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  ;  ;
Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks
2024 International Conference on Neuromorphic Systems (ICONS), ArlingtonArlington, VA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 IEEE 366-370 () [10.1109/ICONS62911.2024.00062] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
Hardware-aware Few-shot Learning on a Memristor-based Small-world Architecture
2024 Neuro Inspired Computational Elements Conference (NICE), La JollaLa Jolla, CA, 23 Apr 2024 - 26 Apr 20242024-04-232024-04-26 IEEE 1-8 () [10.1109/NICE61972.2024.10548824] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (After Call)  ;  ;
Training Spiking Neural Networks to emulate brain-like activity for optimal efficiency
Neuro-Inspired Computing Elements, La Jolla, CaliforniaLa Jolla, California, USA, 23 Apr 2024 - 26 Apr 20242024-04-232024-04-26 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks
International Conference on Neuromorphic Systems (ICONS), Arlington, VirginiaArlington, Virginia, USA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 366 - 370 () BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;  ;
Harnessing Manycore Processors with Distributed Memory for Accelerated Training of Sparse and Recurrent Models
AAAI Conference on Artificial Intelligence, VancouverVancouver, Canada, 27 Feb 2024 - 4 Mar 20242024-02-272024-03-04 11996-12005 ()  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;
Optimal Gradient Checkpointing for Sparse and Recurrent Architectures using Off-Chip Memory
[10.34734/FZJ-2025-01041] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;
On-Chip Learning via Transformer In-Context Learning
[10.34734/FZJ-2025-01042] OpenAccess  Download fulltext Files  Download fulltextFulltext 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
2024 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 () [10.1109/AICAS59952.2024.10595913]  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming
arXiv () [10.48550/arXiv.2403.06712] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;
A Hybrid SNN-ANN Network for Event-based Object Detection with Spatial and Temporal Attention
arXiv () [10.48550/ARXIV.2403.10173] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
SNNAX-Spiking Neural Networks in JAX
2024 International Conference on Neuromorphic Systems (ICONS), Arlington, VirginiaArlington, Virginia, USA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 251 - 255 () [10.34734/FZJ-2025-01092] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;  ;
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
[10.34734/FZJ-2025-01095] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;
Gain Cell-Based Analog Content Addressable Memory for Dynamic Associative tasks in AI
arXiv () [10.48550/arXiv.2410.09755] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons
2024 International Conference on Neuromorphic Systems (ICONS), ArlingtonArlington, VA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 IEEE 376-380 () [10.1109/ICONS62911.2024.00064]   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;  ;  ;
Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models
arXiv () [10.48550/arXiv.2409.19315] OpenAccess  Download fulltext Files  Download fulltextFulltext 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  ;
Optimizing Automatic Differentiation with Deep Reinforcement Learning
38th Conference on Neural Information Processing Systems, NeurIPS, VancouverVancouver, Canada, 9 Dec 2024 - 16 Dec 20242024-12-092024-12-16 Advances in neural information processing systems 38, () [10.34734/FZJ-2025-01156] OpenAccess  Download fulltext Files  Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;
Zero-Shot Temporal Resolution Domain Adaptation for Spiking Neural Networks
arXiv () [10.48550/ARXIV.2411.04760] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;  ;
Emulating Brain-like Rapid Learning in Neuromorphic Edge Computing
arXiv () [10.48550/ARXIV.2408.15800] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;
Understanding and Improving Optimization in Predictive Coding Networks
AAAI Conference on Artificial Intelligence, VancouverVancouver, Canada, 20 Feb 2024 - 27 Feb 20242024-02-202024-02-27 38(10), 10812 - 10820 () [10.1609/aaai.v38i10.28954] BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;  ;  ;
A Truly Sparse and General Implementation ofGradient-Based Synaptic Plasticity
Neuro-Inspired Computational Elements, NICE, HeidelbergHeidelberg, Germany, 25 Mar 2025 - 28 Mar 20252025-03-252025-03-28 n/a () [10.34734/FZJ-2025-01175] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

Last Modified: 18.04.2024