224 citations · 329 across the 7 of their papers we have counts for
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cs.NE2015★ 47 cited
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…
cs.CV2015★ 31 cited
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…