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Koen Helwegen
Koen Helwegen
Verified email at vu.nl
Title
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Year
Latent weights do not exist: Rethinking binarized neural network optimization
K Helwegen, J Widdicombe, L Geiger, Z Liu, KT Cheng, R Nusselder
Advances in neural information processing systems 32, 2019
1282019
How do adam and training strategies help bnns optimization
Z Liu, Z Shen, S Li, K Helwegen, D Huang, KT Cheng
International conference on machine learning, 6936-6946, 2021
812021
Larq compute engine: Design, benchmark and deploy state-of-the-art binarized neural networks
T Bannink, A Hillier, L Geiger, T de Bruin, L Overweel, J Neeven, ...
Proceedings of Machine Learning and Systems 3, 680-695, 2021
412021
Structural and functional connectivity reconstruction with CATO-A Connectivity Analysis TOolbox
SC de Lange, K Helwegen, MP van den Heuvel
NeuroImage 273, 120108, 2023
282023
Statistical power in network neuroscience
K Helwegen, I Libedinsky, MP van den Heuvel
Trends in Cognitive Sciences 27 (3), 282-301, 2023
252023
Complementing CO2 emission reduction by solar radiation management might strongly enhance future welfare
KG Helwegen, CE Wieners, JE Frank, HA Dijkstra
Earth System Dynamics 10 (3), 453-472, 2019
16*2019
Reproducibility of neuroimaging studies of brain disorders with hundreds-not thousands-of participants
I Libedinsky, K Helwegen, U Dannlowski, A Fornito, J Repple, A Zalesky, ...
BioRxiv, 2022.07. 05.498443, 2022
82022
De genetica van hersennetwerken
B Maciel, KG Helwegen, MP van den Heuvel
Tijdschrift voor Psychiatrie, 601-604, 2023
2023
Quantifying brain connectivity signatures by means of polyconnectomic scoring
I Libedinsky, K Helwegen, LG Simón, M Gruber, J Repple, T Kircher, ...
bioRxiv, 2023
2023
Multi-layer neural network system and method
KG Helwegen, TR Bannink, TD De Bruin, LS Geiger, ACS Hillier, ...
US Patent 11,699,077, 2023
2023
Genetics of brain networks
B Maciel, KG Helwegen, MP van den Heuvel
Tijdschrift Voor Psychiatrie 65 (10), 601-604, 2023
2023
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