Joined OCC in 2019
Research Project
My PhD project is focused on the application of artificial neural networks in the field of motor control. Everyday movements such as walking are so easy for most of us that we do them without thinking. However, often these activities actually represent highly complex tasks. Figuring out the mechanisms underlying, e.g. human locomotion, remains a prominent challenge in motor control. A deeper understanding of the involved neural circuitry and how these circuits processes incoming information (i.e. sensory input and descending motor planning) to produce the necessary outputs (i.e. muscle activation) can be beneficial in many applications; from robotics to rehabilitation. One way to tackle this challenge is by reducing the complexity of the human nervous system through mathematical modelling, for instance with artificial neural networks (ANNs). ANNs can be trained to perform behavior analogue to those of the biological neural networks they were inspired by. This allows us to study the principles underlying the biological networks.
PhD Committee
Prof. Dr. Heiko Wagner
Prof. Dr. Andreas Daffertshofer
Dr. Kim Boström
Publications
Brenner, E., de Graaf, M. L., Stam, M. J., Schonwetter, M., Smeets, J. B. J., & van Beers, R. J. (2020). When Is Moving a Cursor With a Computer Mouse Intuitive? Perception, (April), 030100662091515. https://doi.org/10.1177/0301006620915152
de Graaf, M. L., Hubert, J., Houdijk, H., & Bruijn, S. M. (2019). Influence of arm swing on cost of transport during walking. Biology Open, 8(6), bio039263. https://doi.org/10.1242/bio.039263
de Graaf, M. L., & Hubert, J. (2019). First person – Myriam de Graaf and Juul Hubert. Biology Open, 8(6), bio045138. https://doi.org/10.1242/bio.045138
CV
2019 | Beginning of PhD research project, at the Westfälische Wilhelms-Universität (WWU) Münster |
2017-2019 | studies in Human Movement Sciences (MSc) at the Vrije Universiteit (VU) Amsterdam |
2014-2017 | studies in Human Movement Sciences (BSc) at the Vrije Universiteit (VU) Amsterdam |
2011-2014 | studies in Physical Therapy (BSc) at the University of Applied Sciences, Leiden (incomplete) |
*1992 | Velsen, The Netherlands |