Mattias Nilsson
Mattias Nilsson

Mattias Nilsson

PhD Student
Luleå University of Technology
Electronic systems
Embedded Internet Systems Lab
Department of Computer Science, Electrical and Space Engineering
mattias.1.nilsson@ltu.se
+46 (0)920 493458
A2310 Luleå

Research

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

My research is in the field of Neuromorphic Engineering, and addresses low-power spatiotemporal pattern recognition using mixed-signal analog/digital neuromorphic processors - especially of the DYNAP hardware line. In particular, my research is aimed at edge computing applications, such as resource-constrained industrial monitoring.

Research Interests

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

Teaching

  • Lab instructor in Introduction to Programming for Engineers (D0017E)

Publications

Conference paper

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

Nilsson. M, Sandin. F
Part of: Online Proceedings of SAIS 2019, 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