Sequence learning, prediction, and replay in networks of spiking neurons Y Bouhadjar, DJ Wouters, M Diesmann, T Tetzlaff PLOS Computational Biology 18 (6), e1010233, 2022 | 15 | 2022 |
NEST 3.0 J Hahne, S Diaz, A Patronis, W Schenck, A Peyser, S Graber, S Spreizer, ... JARA-HPC, 2021 | 14 | 2021 |
On transfer learning using a MAC model variant V Marois, TS Jayram, V Albouy, T Kornuta, Y Bouhadjar, AS Ozcan arXiv preprint arXiv:1811.06529, 2018 | 13 | 2018 |
Neurobench: Advancing neuromorphic computing through collaborative, fair and representative benchmarking J Yik, SH Ahmed, Z Ahmed, B Anderson, AG Andreou, C Bartolozzi, ... arXiv preprint arXiv:2304.04640, 2023 | 12 | 2023 |
Sequence learning in a spiking neuronal network with memristive synapses Y Bouhadjar, S Siegel, T Tetzlaff, M Diesmann, R Waser, DJ Wouters Neuromorphic Computing and Engineering 3 (3), 034014, 2023 | 6 | 2023 |
Accelerating machine learning research with mi T Kornuta, V Marois, RL McAvoy, Y Bouhadjar, A Asseman, V Albouy, ... prometheus. In NeurIPS Workshop on Machine Learning Open Source Software …, 2018 | 5 | 2018 |
Skip connections in spiking neural networks: an analysis of their effect on network training H Benmeziane, AZ Ounnoughene, I Hamzaoui, Y Bouhadjar 2023 IEEE International Parallel and Distributed Processing Symposium …, 2023 | 4 | 2023 |
System model of neuromorphic sequence learning on a memristive crossbar array S Siegel, Y Bouhadjar, T Tetzlaff, R Waser, R Dittmann, DJ Wouters Neuromorphic Computing and Engineering 3 (2), 024002, 2023 | 4 | 2023 |
Demonstration of neuromorphic sequence learning on a memristive array S Siegel, T Ziegler, Y Bouhadjar, T Tetzlaff, R Waser, R Dittmann, ... Proceedings of the 2023 Annual Neuro-Inspired Computational Elements …, 2023 | 4 | 2023 |
Coherent noise enables probabilistic sequence replay in spiking neuronal networks Y Bouhadjar, DJ Wouters, M Diesmann, T Tetzlaff PLoS Computational Biology 19 (5), e1010989, 2023 | 3 | 2023 |
Learning and replaying spatiotemporal sequences: A replication study J Oberländer, Y Bouhadjar, A Morrison Frontiers in Integrative Neuroscience 16, 974177, 2022 | 3 | 2022 |
Constraints on sequence processing speed in biological neuronal networks Y Bouhadjar, M Diesmann, R Waser, DJ Wouters, T Tetzlaff Proceedings of the International Conference on Neuromorphic Systems, 1-9, 2019 | 3 | 2019 |
Learning to remember, forget and ignore using attention control in memory TS Jayram, Y Bouhadjar, RL McAvoy, T Kornuta, A Asseman, K Rocki, ... arXiv preprint arXiv:1809.11087, 2018 | 3 | 2018 |
Prediction: An algorithmic principle meeting neuroscience and machine learning halfway Y Bouhadjar, C Moruzzi, M Payvand Proceedings of the 3rd Human-Like Computing Workshop (HLC 2022) 3227, 46-52, 2022 | 2 | 2022 |
Accelerating machine learning research with MI-Prometheus T Kornuta, V Marois, RL McAvoy, Y Bouhadjar, A Asseman, V Albouy, ... | 2 | 2018 |
Bio-inspired sequence learning mechanisms and their implementation in a memristive neuromorphic hardware Y Bouhadjar, S Siegel, M Diesmann, R Waser, E Neftci, DJ Wouters, ... Neuromorphic, Natural and Physical Computing, 2023 | | 2023 |
Attractor states in spiking neural networks JP Strachan, E Neftci, Y Bouhadjar, M Schiek Berstein Conference 2023, 2023 | | 2023 |
A brain inspired sequence learning algorithm and foundations of a memristive hardware implementation Y Bouhadjar Deutsche Nationalbibliothek, 2023 | | 2023 |
Sequence learning, prediction, and generation in networks of spiking neurons Y Bouhadjar, M Diesmann, T Tetzlaff, DJ Wouters CNS conference, 2021 | | 2021 |
The speed of sequence processing in biological neuronal networks Y Bouhadjar, M Diesmann, DJ Wouters, T Tetzlaff Proceedings of the 2020 Annual Neuro-Inspired Computational Elements …, 2020 | | 2020 |