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Mattias Nilsson
Mattias Nilsson

Mattias Nilsson

Luleå tekniska universitet
Cyberfysiska system
Institutionen för system- och rymdteknik
A2310 Luleå


I received an M.Sc.Eng. in Engineering Physics and Electrical Engineering in 2018 from Luleå University of Technology - where I am currently enrolled as a doctoral student in the Embedded Intelligent Systems Lab (EISLAB) under the main supervision of Fredrik Sandin.

My research is in the field of Neuromorphic Engineering, and addresses methods for ultra-low-power (sub-milliwatt) spatiotemporal pattern recognition using mixed-signal neuromorphic processors - especially from the DYNAP hardware line.

In particular, my research is aimed at edge intelligence applications, such as resource-constrained industrial monitoring.

Research Interests

  • Neuromorphic Engineering
  • Machine Learning
  • Neural Computation
  • Computational Neuroscience
  • Neurobiology




Spatiotemporal Pattern Recognition in Single Mixed-Signal VLSI Neurons with Heterogeneous Dynamic Synapses (2022)

Nilsson. M, Liwicki. F, Sandin. F
Ingår i: Proceedings of International Conference on Neuromorphic Systems 2022, Association for Computing Machinery (ACM), 2022, 4
Artikel i tidskrift

Synaptic Delays for Insect-Inspired Temporal Feature Detection in Dynamic Neuromorphic Processors (2020)

Sandin. F, Nilsson. M
Frontiers in Neuroscience, Vol. 14

Synaptic Integration of Spatiotemporal Features with a Dynamic Neuromorphic Processor (2020)

Nilsson. M, Liwicki. F, Sandin. F
Ingår i: 2020 International Joint Conference on Neural Networks (IJCNN), Conference Proceedings, IEEE, 2020, 21471

Spatiotemporal Pattern Recognition with Neuromorphic Processor for Edge Applications (2019)

Nilsson. M, Sandin. F
Ingår i: Online Proceedings of SAIS 2019, Umeå University, 2019