Neural Network Visualization in Biology

Together with the Institute of Protein Biochemistry we work towards visual interfaces facilitating life science domain experts to use deep neural networks for image classification in biology. While the latest progresse in deep learning makes this family of techniques valuable for many imaging-based research disciplines, domain experts often lack the required in-depth knowledge to use these techniques effectively. Within this project we focus on the reconstruction of microfibrils, whereby the goal is to develop a visual interface, that enables biologists to exploit deep neural networks for this task.