Fabian Tschopp

Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction

Chandan Singh, Srinivas C. Turaga, Stephan Saalfeld, 2019, IEEE Transactions on Pattern Analysis and Machine Intelligence.

Efficient convolutional neural networks for pixelwise classification on heterogeneous hardware systems

Fabian Tschopp, Fabian Tschopp, 2015, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).

Connectome-constrained deep mechanistic networks predict neural responses across the fly visual system at single-neuron resolution

Srinivas C. Turaga, J. Macke, Shin-ya Takemura, 2023, bioRxiv.

A Connectome Based Hexagonal Lattice Convolutional Network Model of the Drosophila Visual System pdf

Michael B. Reiser, Srinivas C. Turaga, Fabian David Tschopp, 2018, ArXiv.

A Deep Structured Learning Approach Towards Automating Connectome Reconstruction from 3D Electron Micrographs pdf

Chandan Singh, Srinivas C. Turaga, Stephan Saalfeld, 2017, ArXiv.

Anisotropic EM Segmentation by 3D Affinity Learning and Agglomeration pdf

Hanspeter Pfister, Jeff Lichtman, Srinivas C. Turaga, 2017, ArXiv.