Search Results for author: Jonathan Zung

Found 4 papers, 1 papers with code

Superhuman Accuracy on the SNEMI3D Connectomics Challenge

4 code implementations31 May 2017 Kisuk Lee, Jonathan Zung, Peter Li, Viren Jain, H. Sebastian Seung

For the past decade, convolutional networks have been used for 3D reconstruction of neurons from electron microscopic (EM) brain images.

3D Reconstruction Electron Microscopy Image Segmentation

Deep Learning Improves Template Matching by Normalized Cross Correlation

no code implementations24 May 2017 Davit Buniatyan, Thomas Macrina, Dodam Ih, Jonathan Zung, H. Sebastian Seung

Template matching by normalized cross correlation (NCC) is widely used for finding image correspondences.

Template Matching

A correlation game for unsupervised learning yields computational interpretations of Hebbian excitation, anti-Hebbian inhibition, and synapse elimination

no code implementations3 Apr 2017 H. Sebastian Seung, Jonathan Zung

To provide computational interpretations of these aspects of synaptic plasticity, we formulate unsupervised learning as a zero-sum game between Hebbian excitation and anti-Hebbian inhibition in a neural network model.

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