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
149 2019 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
103 2021 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
52 2021 Statistical power in network neuroscience K Helwegen, I Libedinsky, MP van den Heuvel
Trends in Cognitive Sciences 27 (3), 282-301, 2023
47 * 2023 Structural and functional connectivity reconstruction with CATO-A Connectivity Analysis TOolbox SC de Lange, K Helwegen, MP van den Heuvel
NeuroImage 273, 120108, 2023
39 2023 Complementing KG Helwegen, CE Wieners, JE Frank, HA Dijkstra
Earth System Dynamics 10 (3), 453-472, 2019
22 * 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
10 2022 Human pluripotent stem cell-derived microglia shape neuronal morphology and enhance network activity in vitro LML Kok, K Helwegen, NF Coveña, VM Heine
Journal of Neuroscience Methods 415, 110354, 2025
2025 Polyconnectomic scoring of functional connectivity patterns across eight neuropsychiatric and three neurodegenerative disorders I Libedinsky, K Helwegen, J Boonstra, LG Simón, M Gruber, J Repple, ...
Biological psychiatry, 2024
2024 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