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619210

Lehrstuhl für Neuromorphic Software Ecosystem (FZ Jülich)
IDI:(DE-82)619210_20210702

⇧ RWTH Aachen ⇧

Recent Publications

All known publications ...
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Zero-shot temporal resolution domain adaptation for spiking neural networks
Neural networks 199, 108483 () [10.1016/j.neunet.2025.108483]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;
QS4D: Quantization-Aware Training for Efficient Hardware Deployment of Structured State-Space Sequential Models
Advanced intelligent systems e202501019 () [10.1002/aisy.202501019]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;
On-Chip Learning via Transformer In-Context Learning
The 7th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) : Bordeaux, France, April 28-30, 2025 : proceedings / AICAS 2025 ; IEEE, CAS - IEEE Circuits and Systems Society, IEEE France Section
7. International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, BordeauxBordeaux, France, 28 Apr 2025 - 30 Apr 20252025-04-282025-04-30 [Piscataway, NJ] : IEEE 5 Seiten () [10.1109/AICAS64808.2025.11173092]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Gain Cell-based Analog Content Addressable Memory for Dynamic Associative Tasks in AI
IEEE ISCAS 2025 symposium proceedings : ISCAS 2025 - IEEE International Symposium on Circuits and Systems, London, UK, May 25-28, 2025 / sponsors and organizers: CAS - IEEE Circuits and Systems Society, IEEE ; general co-chairs: Izzet Kale, University of Westminster; Andreas Demosthenous, University College, London; Alison Burdett, TSC-Connected Care
2025 IEEE International Symposium on Circuits and Systems, ISCAS 2025, LondonLondon, UK, 25 May 2025 - 28 May 20252025-05-252025-05-28 Piscataway, NJ : IEEE 5 Seiten () [10.1109/ISCAS56072.2025.11044190]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Efficient Event-Based Object Detection: A Hybrid Neural Network with Spatial and Temporal Attention
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition : CVPR 2025 : Nashville, Tennessee, USA, 11-15 June 2025 : proceedings / publisher: IEEE
2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025, Nashville, TNNashville, TN, USA, 10 Jun 2025 - 17 Jun 20252025-06-102025-06-17 Piscataway, NJ : IEEE 13970-13979 () [10.1109/CVPR52734.2025.01304]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;
Neuromorphic principles in self-attention hardware for efficient transformers
Nature computational science 5(9), 708-710 () [10.1038/s43588-025-00868-9]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article  ;  ;  ;  ;  ;  ;
Analog in-memory computing attention mechanism for fast and energy-efficient large language models
Nature computational science 5(9), 813-824 () [10.1038/s43588-025-00854-1]  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;  ;
Improved Memristor Control using Device Physics and Deep Reinforcement Learning
The 7th IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) : Bordeaux, France, April 28-30, 2025 : proceedings / AICAS 2025 ; IEEE, CAS - IEEE Circuits and Systems Society, IEEE France Section
7. International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, BordeauxBordeaux, France, 28 Apr 2025 - 30 Apr 20252025-04-282025-04-30 [Piscataway, NJ] : IEEE 5 Seiten () [10.1109/AICAS64808.2025.11173161]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks
2024 International Conference on Neuromorphic Systems : ICONS 2024 : Arlington, Virginia, 30 July-2 August 2024 : proceedings / technical co-sponsors: IEEE, IEEE Computer Society, IEEE Rebooting Computing Task Force, ACM, ACM SIGDA
2024 International Conference on Neuromorphic Systems, ICONS 2024, Arlington, VAArlington, VA, USA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 Piscataway, NJ : IEEE 366-370 () [10.1109/ICONS62911.2024.00062]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
SNNAX - Spiking Neural Networks in JAX
2024 International Conference on Neuromorphic Systems : ICONS 2024 : Arlington, Virginia, 30 July-2 August 2024 : proceedings / technical co-sponsors: IEEE, IEEE Computer Society, IEEE Rebooting Computing Task Force, ACM, ACM SIGDA
2024 International Conference on Neuromorphic Systems, ICONS 2024, Arlington, VAArlington, VA, USA, 30 Jul 2024 - 2 Aug 20242024-07-302024-08-02 Piscataway, NJ : IEEE 251-255 () [10.1109/ICONS62911.2024.00044]  GO BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

 Datensatz erzeugt am 2021-07-02, letzte Änderung am 2022-05-06
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