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 | 127 | 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 | 79 | 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 | 40 | 2021 |
Structural and functional connectivity reconstruction with CATO-A Connectivity Analysis TOolbox SC de Lange, K Helwegen, MP van den Heuvel NeuroImage 273, 120108, 2023 | 27 | 2023 |
Statistical power in network neuroscience K Helwegen, I Libedinsky, MP van den Heuvel Trends in Cognitive Sciences 27 (3), 282-301, 2023 | 25 | 2023 |
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 | 8 | 2022 |
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 |