224 citations · 592 across the 25 of their papers we have counts for
3 papers · 1 filter
ZNN - A Fast and Scalable Algorithm for Training 3D Convolutional Networks on Multi-Core and Many-Core Shared Memory Machines
Aleksandar Zlateski, Kisuk Lee, H. Sebastian Seung
Convolutional networks (ConvNets) have become a popular approach to computer vision. It is important to accelerate ConvNet training, which is computationally costly. We propose a n…
Recursive Training of 2D-3D Convolutional Networks for Neuronal Boundary Detection
Kisuk Lee, Aleksandar Zlateski, Ashwin Vishwanathan +1
Efforts to automate the reconstruction of neural circuits from 3D electron microscopic (EM) brain images are critical for the field of connectomics. An important computation for re…
Image Segmentation by Size-Dependent Single Linkage Clustering of a Watershed Basin Graph
Aleksandar Zlateski, H. Sebastian Seung
We present a method for hierarchical image segmentation that defines a disaffinity graph on the image, over-segments it into watershed basins, defines a new graph on the basins, an…