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Microtubule Tracking in Electron Microscopy Volumes


Sep 17, 2020
Nils Eckstein, Julia Buhmann, Matthew Cook, Jan Funke

* Accepted at MICCAI 2020 

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Outlier Detection through Null Space Analysis of Neural Networks


Jul 02, 2020
Matthew Cook, Alina Zare, Paul Gader

* 6 pages, 4 figures, Presented at the ICML 2020 Workshop on Uncertainty and Robustness in Deep Learning 

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Estimation of Z-Thickness and XY-Anisotropy of Electron Microscopy Images using Gaussian Processes


Feb 04, 2020
Thanuja D. Ambegoda, Julien N. P. Martel, Jozef Adamcik, Matthew Cook, Richard H. R. Hahnloser

* Journal of Neuroinformatics and Neuroimaging. 2018;2(2):15-22 

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Efficient 2D neuron boundary segmentation with local topological constraints


Feb 03, 2020
Thanuja D. Ambegoda, Matthew Cook

* Presented at the Connectomics Workshop - Neural Information Processing Systems (NIPS), December 10th, 2016 - Barcelona, Spain 

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FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video


Oct 14, 2019
Jigar Doshi, Dominic Garcia, Cliff Massey, Pablo Llueca, Nicolas Borensztein, Michael Baird, Matthew Cook, Devaki Raj

* Published at NeurIPS 2019; Workshop on Artificial Intelligence for Humanitarian Assistance and Disaster Response(AI+HADR 2019) 

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Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation


Apr 01, 2019
Joshua Peeples, Matthew Cook, Daniel Suen, Alina Zare, James Keller


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Synaptic partner prediction from point annotations in insect brains


Jul 16, 2018
Julia Buhmann, Renate Krause, Rodrigo Ceballos Lentini, Nils Eckstein, Matthew Cook, Srinivas Turaga, Jan Funke


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Deep Learning in the Automotive Industry: Applications and Tools


Apr 30, 2017
Andre Luckow, Matthew Cook, Nathan Ashcraft, Edwin Weill, Emil Djerekarov, Bennie Vorster

* 10 pages 

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A wake-sleep algorithm for recurrent, spiking neural networks


Mar 18, 2017
Johannes Thiele, Peter Diehl, Matthew Cook

* Presented at the NIPS 2016 workshop "Computing with Spikes" 

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Learning and Inferring Relations in Cortical Networks


Aug 29, 2016
Peter U. Diehl, Matthew Cook


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Adaptive coherence estimator (ACE) for explosive hazard detection using wideband electromagnetic induction (WEMI)


May 05, 2016
Brendan Alvey, Alina Zare, Matthew Cook, Dominic K. Ho

* Proceedings of the SPIE, 2016, Corrected reference formatting and figure 

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Buried object detection using handheld WEMI with task-driven extended functions of multiple instances


Mar 19, 2016
Matthew Cook, Alina Zare, Dominic Ho

* Proceedings of the SPIE, 2016 

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TED: A Tolerant Edit Distance for Segmentation Evaluation


Feb 01, 2016
Jan Funke, Francesc Moreno-Noguer, Albert Cardona, Matthew Cook


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Multi-Hypothesis CRF-Segmentation of Neural Tissue in Anisotropic EM Volumes


Sep 18, 2011
Jan Funke, Björn Andres, Fred Hamprecht, Albert Cardona, Matthew Cook


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