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JMLR Workshop and Conference Proceedings

Volume 46: Neural connectomics workshop at ECML 2014

Editors: Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Jordi Soriano
Production Editor: Bisakha Ray

Workshop Website and Supplementary Material (challenge, data sets, fact sheet)

Contents:

Accepted Papers

First Connectomics Challenge: From Imaging to Connectivity

Javier G. Orlandi, Bisakha Ray, Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Mehreen Saeed, Alexander Statnikov, Olav Stetter, Jordi Soriano

Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging

Antonio Sutera, Arnaud Joly, Vincent Francois-Lavet, Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts

Supervised Neural Network Structure Recovery

Ildefons Magrans de Abril, Ann Nowé

Signal Correlation Prediction Using Convolutional Neural Networks

Lukasz Romaszko

Reconstruction of Excitatory Neuronal Connectivity via Metric Score Pooling and Regularization

Chenyang Tao, Wei Lin, Jianfeng Feng

Neural Connectivity Reconstruction from Calcium Imaging Signal using Random Forest with Topological Features

Wojciech M. Czarnecki, Rafal Jozefowicz

Effcient combination of pairwise feature networks

Pau Bellot, Patrick E. Meyer

Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model

Sisi Ma, David J. Barker

SuperSlicing Frame Restoration for Anisotropic ssTEM and Video Data

Dmitry Laptev, Joachim M. Buhmann