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Mattias Nilsson
Mattias Nilsson

Mattias Nilsson

PhD Student
Luleå University of Technology
Cyber-Physical Systems
Embedded Intelligent Systems LAB
Department of Computer Science, Electrical and Space Engineering
mattias.1.nilsson@ltu.se
+46 (0)920 493458
A2310 Luleå

Research

I received the 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 analog/digital 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

Teaching

Publications

Conference paper

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

Nilsson. M, Sandin. F
Part of: Online Proceedings of SAIS 2019, Umeå University, 2019
Article in journal

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

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

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

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