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 2. Dr U. Güçlü (Umut)


DR U. GÜÇLÜ (UMUT)

Principal Investigator - Donders Centre for Cognition
Principal Investigator - Donders Institute for Brain, Cognition and Behaviour
Assistant professor - Artificial Intelligence


Contact
 * u.guclu@donders.ru.nl
 * 024-3611158
   

 * To LinkedIn (link is external)
 * Personal profile (link is external)
 * Personal profile (link is external)

Visiting address

Thomas van Aquinostraat 4
6525 GD NIJMEGEN

Postal address

Postbus 9104
6500 HE NIJMEGEN

Working days Monday, Tuesday, Wednesday, Thursday, Friday

I am the principal investigator of the Neural Coding Lab, a scientific director
of the Donders AI for Neurotech Lab and an ELLIS Scholar. My research group
combine neural coding with deep learning to model in vivo neural computation
with in silico connectionism. (Office: MM 02.363.)

Research theme
 * Natural Computing & Neurotechnology

Tags: artificial intelligence, cognitive neuroscience, deep learning, neural
coding


PUBLICATIONS

Key publications
 * Güçlü, U., & van Gerven, M. (2015). Deep neural networks reveal a gradient in
   the complexity of neural representations across the ventral stream. The
   Journal of Neuroscience, 35(27), 10005-10014. Full text(link is external)
 * Güçlü, U., Thielen, J., Hanke, M., & van Gerven, M. (2016). Brains on beats.
   Neural Information Processing Systems. Full text(link is external)
 * Güçlütürk, Y.*, Güçlü, U.*, Seeliger, K., Bosch, S., van Lier, R., & van
   Gerven, M. (2017). Reconstructing perceived faces from brain activations with
   deep adversarial neural decoding. Neural Information Processing
   Systems. *Equal contribution Full text(link is external)
 * Ambrogioni, L.*, Güçlü, U.*, Güçlütürk, Y., Hinne, M., van Gerven, M., &
   Maris, E. (2018). Wasserstein variational inference. Neural Information
   Processing Systems. *Equal contribution Full text(link is external)
 * Geerligs, L., Gözükara, D., Oetringer, D., Campbell, K., van Gerven, M., &
   Güçlü, U. (2022). A partially nested cortical hierarchy of neural states
   underlies event segmentation in the human brain. eLife, 11, e77430. Full
   text(link is external)

Publication lists
 * Google Scholar (link is external)

More information:

H index: 27


RESEARCH GRANTS AND PRIZES

 * 2023 - ≈€250k internal research grant (as co-applicant)
 * 2020 - ≈€500k internal research grant (≈€250k as co-applicant)
 * 2019 - ≈€250k internal research grant
 * 2016 - ≈€1.5M NWO Perspective research grant (as co-applicant via CCNLab BV)
 * 2013 - ≈€250k internal research fellowhip


TEACHING

Courses (2023-2024)
 * AI for Neurotechnology(link is external)
 * Computer Graphics & Computer Vision(link is external)
 * Deep Learning(link is external)

Courses (2024-2025)
 * AI for Neurotechnology(link is external)
 * Computer Graphics & Computer Vision(link is external)
 * Deep Learning(link is external)


MEDIA MENTIONS

 * 23 August 2022 - Article by Daily Mail (Are these pictures PROOF brain scans
   can read our minds?) More information(link is external)
 * 07 December 2021 - Interview with Innovation Center for Artificial
   Intelligence (Improving patients’ vision and hearing with the help of AI)
   More information(link is external)
 * 12 February 2021 - Article by The Register (Machine-learning model creates
   creepiest Doctor Who images yet – by scanning the brain of a super fan) More
   information(link is external)
 * 01 March 2018 - Interview with New Scientist (Mind-reading AI uses brain
   scans to guess what you're looking at) More information(link is external)
 * 24 July 2016 - Interview with TechCrunch (Researchers use neural networks to
   turn face sketches into photos) More information(link is external)


CURRICULUM VITAE

Download Curriculum Vitae


ANCILLARY ACTIVITIES

 * Adjunct Professor (01 September 2019)
   Yeditepe University(link is external)




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