Janne K. Lappalainen
- Simulation-Based Inference: A Practical Guide
2025/08/18 by Michael Deistler, Jan Boelts, Deistler, Michael +25 · 3 voices · 11 citations
#stat.ML #cs.LG
- sbi reloaded: a toolkit for simulation-based inference workflows
2024/11/26 by Jan Boelts, Michael Deistler, Boelts, Jan +63 · 15 citations
Decision Sciences · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Simulation Techniques and Applications
- Connectome-constrained networks predict neural activity across the fly visual system
2024/09/11 by Janne K. Lappalainen, Fabian Tschopp, Sridhama Prakhya +7 · 1 voice · 11 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Advanced Fluorescence Microscopy Techniques #Neural dynamics and brain function #Neurobiology and Insect Physiology Research
- Jaxley: differentiable simulation enables large-scale training of detailed biophysical models of neural dynamics
2025/11/13 by Michael Deistler, Kyra L. Kadhim, Matthijs Pals +8 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Neuroscience · #Cell Image Analysis Techniques #Neural Networks and Reservoir Computing #Neural dynamics and brain function