19 citations · 20 across the 4 of their papers we have counts for
4 papers · 1 filter
VICE: Visual Identification and Correction of Neural Circuit Errors
Felix Gonda, Xueying Wang, Johanna Beyer +3
A connectivity graph of neurons at the resolution of single synapses provides scientists with a tool for understanding the nervous system in health and disease. Recent advances in…
Consistent Recurrent Neural Networks for 3D Neuron Segmentation
Felix Gonda, Donglai Wei, Hanspeter Pfister
We present a recurrent network for the 3D reconstruction of neurons that sequentially generates binary masks for every object in an image with spatio-temporal consistency. Our netw…
Parallel Separable 3D Convolution for Video and Volumetric Data Understanding
Felix Gonda, Donglai Wei, Toufiq Parag +1
For video and volumetric data understanding, 3D convolution layers are widely used in deep learning, however, at the cost of increasing computation and training time. Recent works…
Icon: An Interactive Approach to Train Deep Neural Networks for Segmentation of Neuronal Structures
Felix Gonda, Verena Kaynig, Ray Thouis +4
We present an interactive approach to train a deep neural network pixel classifier for the segmentation of neuronal structures. An interactive training scheme reduces the extremely…