2 citations · 2 across the 1 of their papers we have counts for
3 papers
Gradient descent in materia through homodyne gradient extraction
Marcus N. Boon, Lorenzo Cassola, Hans-Christian Ruiz Euler +5
Deep learning, a multi-layered neural network approach inspired by the brain, has revolutionized machine learning. One of its key enablers has been backpropagation, an algorithm th…
Nonlinear Deconvolution by Sampling Biophysically Plausible Hemodynamic Models
Hans-Christian Ruiz-Euler, Jose R. Ferreira Marques, Hilbert J. Kappen
Non-invasive methods to measure brain activity are important to understand cognitive processes in the human brain. A prominent example is functional magnetic resonance imaging (fMR…
Effective Connectivity from Single Trial fMRI Data by Sampling Biologically Plausible Models
H. C. Ruiz-Euler, H. J. Kappen
The estimation of causal network architectures in the brain is fundamental for understanding cognitive information processes. However, access to the dynamic processes underlying co…