Learning to Remember, Forget and Ignore using Attention Control in Memory. - T. S. Jayram; Younes Bouhadjar; Ryan L. McAvoy; Tomasz Kornuta; Alexis Asseman; Kamil Rocki; Ahmet S. Ozcan (CoRR, 2018)

On transfer learning using a MAC model variant. - Vincent Marois; T. S. Jayram; Vincent Albouy; Tomasz Kornuta; Younes Bouhadjar; Ahmet S. Ozcan (CoRR, 2018)

Controlling Attention in a Memory-Augmented Neural Network To Solve Working Memory Tasks. - T. S. Jayram; Younes Bouhadjar; Tomasz Kornuta; Ryan L. McAvoy; Alexis Asseman; Ahmet S. Ozcan (CogSci, 2019)

Constraints on sequence processing speed in biological neuronal networks. - Younes Bouhadjar; Markus Diesmann; Rainer Waser; Dirk J. Wouters; Tom Tetzlaff (ICONS, 2019)

The speed of sequence processing in biological neuronal networks. - Younes Bouhadjar; Markus Diesmann; Dirk J. Wouters; Tom Tetzlaff (NICE, 2020)

NESTML 4.0. - Pooja N. Babu; Charl A. P. Linssen; Jochen Martin Eppler; Tobias Schulte to Brinke; Abolfazl Ziaeemehr; Tanguy Fardet; Younes Bouhadjar; Renato C. Duarte; Bernhard Rumpe; Abigail Morrison (Zenodo, 2021)

Prediction: An Algorithmic Principle Meeting Neuroscience and Machine Learning Halfway. - Younes Bouhadjar; Caterina Moruzzi; Melika Payvand (HLC, 2022)

Sequence learning, prediction, and replay in networks of spiking neurons. - Younes Bouhadjar; Dirk J. Wouters; Markus Diesmann; Tom Tetzlaff (PLoS Comput. Biol., 2022)

Skip Connections in Spiking Neural Networks: An Analysis of Their Effect on Network Training. - Hadjer Benmeziane; Amine Ziad Ounnoughene; Imane Hamzaoui; Younes Bouhadjar (IPDPS Workshops, 2023)

Demonstration of neuromorphic sequence learning on a memristive array. - Sebastian Siegel; Tobias Ziegler 005; Younes Bouhadjar; Tom Tetzlaff; Rainer Waser; Regina Dittmann; Dirk J. Wouters (NICE, 2023)

NeuroBench: Advancing Neuromorphic Computing through Collaborative, Fair and Representative Benchmarking. - Jason Yik; Soikat Hasan Ahmed; Zergham Ahmed; Brian Anderson; Andreas G. Andreou; Chiara Bartolozzi; Arindam Basu; Douwe den Blanken; Petrut Bogdan; Sander M. Bohté; Younes Bouhadjar; Sonia M. Buckley; et al. (CoRR, 2023)

Coherent noise enables probabilistic sequence replay in spiking neuronal networks. - Younes Bouhadjar; Dirk J. Wouters; Markus Diesmann; Tom Tetzlaff (PLoS Comput. Biol., 2023)

A brain inspired sequence learning algorithm and foundations of a memristive hardware implementation. - Younes Bouhadjar (2023)

System model of neuromorphic sequence learning on a memristive crossbar array. - Sebastian Siegel; Younes Bouhadjar; Tom Tetzlaff; Rainer Waser; Regina Dittmann; Dirk J. Wouters (Neuromorph. Comput. Eng., 2023)

Sequence learning in a spiking neuronal network with memristive synapses. - Younes Bouhadjar; Sebastian Siegel; Tom Tetzlaff; Markus Diesmann; Rainer Waser; Dirk J. Wouters (Neuromorph. Comput. Eng., 2023)

Unsupervised Learning of Spatio-Temporal Patterns in Spiking Neuronal Networks. - Florian Feiler; Emre Neftci; Younes Bouhadjar (ICONS, 2024)

NESTML 8.0.0. - Charl A. P. Linssen; Pooja N. Babu; Younes Bouhadjar; Leander Ewert; Willem Wybo; Melissa Lober; Florian Feiler; Bernhard Rumpe; Abigail Morrison (Zenodo, 2024)

QS4D: Quantization-aware training for efficient hardware deployment of structured state-space sequential models. - Sebastian Siegel; Ming-Jay Yang; Younes Bouhadjar; Maxime Fabre; Emre Neftci; John Paul Strachan (CoRR, 2025)