Journals

  • Siegel, S., Bouhadjar, Y., Tetzlaff, T., Waser, R., Dittmann, R., & Wouters, D. J. (2023). System model of neuromorphic sequence learning on a memristive crossbar array. Neuromorphic Computing and Engineering.
  • Bouhadjar, Y., Wouters, D. J., Diesmann, M., and Tetzlaff T. (2023). Coherent noise enables probabilistic sequence replay in spiking neural networks. PloS Computational Biology
  • Bouhadjar, Y., Wouters, D. J., Diesmann, M., & Tetzlaff, T. (2022). Sequence learning, prediction, and replay in networks of spiking neurons. PloS Computational Biology.
  • Oberländer, J., Bouhadjar, Y., & Morrison, A. (2022). Learning and replaying spatiotemporal sequences: A replication study. Frontiers in Integrative Neuroscience.

Preprints

  • Bouhadjar, Y., Siegel, S., Tetzlaff, T., Diesmann, M., Waser, R., & Wouters, D. J. (2022). Sequence learning in a spiking neuronal network with memristive synapses. Preprint arXiv:2211.16592.
  • Jayram, T. S., Bouhadjar, Y., McAvoy, R. L., Kornuta, T., Asseman, A., Rocki, K., & Ozcan, A. S. (2018). Learning to remember, forget and ignore using attention control in memory. Preprint arXiv:1809.11087.

Proceedings

  • Siegel, S., Ziegler, T., Bouhadjar, Y., Tetzlaff, T., Waser, R., Dittmann, R., & Wouters, D. (2023). Demonstration of neuromorphic sequence learning on a memristive array. In Proceedings of the 2023 Annual Neuro-Inspired Computational Elements Conference.
  • Benmeziane, H., Ounnoughene, A. Z., Hamzaoui, I., & Bouhadjar, Y. (2023). Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. arXiv preprint arXiv:2303.13563.
  • Bouhadjar, Y., Diesmann, M., Waser, R., Wouters, D. J., & Tetzlaff, T. (2019). Constraints on sequence processing speed in biological neuronal networks. In Proceedings of the International Conference on Neuromorphic Systems(pp. 1-9).
  • Marois, V., Jayram, T. S., Albouy, V., Kornuta, T., Bouhadjar, Y., & Ozcan, A. S. (2018). On transfer learning using a MAC model variant. arXiv preprint arXiv:1811.06529.
  • Kornuta, T., Marois, V., McAvoy, R. L., Bouhadjar, Y., Asseman, A., Albouy, V., … & Ozcan, A. S. (2018). Accelerating Machine Learning Research with MI-Prometheus, manuscript.