16p11.2 deletion is associated with hyperactivation of human iPSC-derived dopaminergic neuron networks and is rescued by RHOA inhibition in vitro M Sundberg, H Pinson, RS Smith, KD Winden, P Venugopal, DJC Tai, ... Nature Communications 12 (1), 1-20, 2021 | 44 | 2021 |
Artificial neural networks for inverse design of resonant nanophotonic components with oscillatory loss landscapes J Lenaerts, H Pinson, V Ginis Nanophotonics 10 (1), 385-392, 2020 | 20 | 2020 |
Successful ventilation of two animals with a single ventilator: individualized shared ventilator setup in an in vivo model M Stiers, T Bleeser, M Mergeay, H Pinson, L Janssen, T Schepens Critical Care 24 (1), 523, 2020 | 17 | 2020 |
A novel inline PEEP valve design for differential multi-ventilation L Bunting, S Roy, H Pinson, T Greensweig, ... The American journal of emergency medicine 38 (10), 2045-2048, 2020 | 15 | 2020 |
Individualized mechanical ventilation in a shared ventilator setting: limits, safety and technical details. M Stiers, M Mergeay, H Pinson, L Janssen, E Voets, H De Cauwer, ... Journal of clinical monitoring and computing 35, 1299-1309, 2021 | 12 | 2021 |
A better way of connecting multiple patients to a single ventilator H Pinson Medium, online, accessed Jan 9, 2021, 2020 | 7 | 2020 |
General framework for the frequency shifting of electromagnetic pulses using time-dependent surfaces H Pinson, V Ginis Phys. Rev. B 99, 2019 | 4 | 2019 |
Linear CNNs Discover the Statistical Structure of the Dataset Using Only the Most Dominant Frequencies H Pinson, J Lenaerts, V Ginis Proceedings of the 40th International Conference on Machine Learning 202 …, 2023 | 3 | 2023 |
Exploring the development of complexity over depth and time in deep neural networks H Pinson, A Boland, V Ginis, M Pechenizkiy ICML workshop on High-dimensional Learning Dynamics 2024, 2024 | | 2024 |
Form and function in neural networks: On the interplay between dataset structure, network architecture, and the evolution of learning H Pinson | | 2023 |
A physics-inspired approach to overcome oscillatory loss landscapes in the inverse design of optical components J Lenaerts, H Pinson, V Ginis AI and Optical Data Sciences III 12019, 163-172, 2022 | | 2022 |
Data driven design of optical resonators J Lenaerts, H Pinson, V Ginis arXiv preprint arXiv:2202.03578, 2021 | | 2021 |
Bench testing of Individualized Shared Ventilation: limits, safety and technical details. M Stiers, M Mergeay, H Pinson, L Janssen, E Voets, H De Cauwer, ... Acta Clinica Belgica 76, 24-24, 2021 | | 2021 |
Individualized Shared Ventilation: successful ventilation of two animals with a single ventilator. M Stiers, T Bleeser, M Mergeay, H Pinson, L Janssen, T Schepens Acta Clinica Belgica 76, 24-25, 2021 | | 2021 |
Deep learning the design of optical components J Lenaerts, H Pinson, V Ginis Emerging Topics in Artificial Intelligence 2020 11469, 1146909, 2020 | | 2020 |
Supplemental Information: Artificial neural networks for inverse design of resonant nanophotonic components with oscillatory loss landscapes J Lenaerts, H Pinson, V Ginis | | |