118 citations · 195 across the 5 of their papers we have counts for
5 papers
Building Blocks for a Complex-Valued Transformer Architecture
Florian Eilers, Xiaoyi Jiang
Most deep learning pipelines are built on real-valued operations to deal with real-valued inputs such as images, speech or music signals. However, a lot of applications naturally m…
The PHOTON Wizard -- Towards Educational Machine Learning Code Generators
Ramona Leenings, Nils Ralf Winter, Kelvin Sarink +4
Despite the tremendous efforts to democratize machine learning, especially in applied-science, the application is still often hampered by the lack of coding skills. As we consider…
PHOTONAI -- A Python API for Rapid Machine Learning Model Development
Ramona Leenings, Nils Ralf Winter, Lucas Plagwitz +12
PHOTONAI is a high-level Python API designed to simplify and accelerate machine learning model development. It functions as a unifying framework allowing the user to easily access…
Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of Depression
Claas Flint, Micah Cearns, Nils Opel +15
We currently observe a disconcerting phenomenon in machine learning studies in psychiatry: While we would expect larger samples to yield better results due to the availability of m…
Biological sex classification with structural MRI data shows increased misclassification in transgender women
Claas Flint, Katharina Förster, Sophie A. Koser +16
Transgender individuals (TIs) show brain structural alterations that differ from their biological sex as well as their perceived gender. To substantiate evidence that the brain str…