Accepted Papers
Recurrent Neural Networks with Interpretable Cells Predict and Classify Worm Behaviour (Best Paper)
Kezhi Li, Avelino Javer, Eric E. Keaveny and André E.X. Brown
[pdf]
Morphological Error Detection for Connectomics
David Rolnick, Yaron Meirovitch, Toufiq Parag, Hanspeter Pfister, Viren Jain, Jeff W. Lichtman, Edward S. Boyden and Nir Shavit
David Rolnick, Yaron Meirovitch, Toufiq Parag, Hanspeter Pfister, Viren Jain, Jeff W. Lichtman, Edward S. Boyden and Nir Shavit
[pdf]
Worm-level Control through Search-based Reinforcement Learning
Mathias Lechner, Radu Grosu and Ramin M. Hasani
[pdf]
Quantifying the behavioral dynamics of C. Elegans with autoregressive hidden Markov models
E. Kelly Buchanan, Akiva Lipschitz, Scott Linderman and Liam Paninski
[pdf]
A Simplified Cell Network for the Simulation of C. elegans' Forward Crawling
David Lung, Stephen Larson, Andrey Palyanov, Sergey Khayrulin, Padraig Gleeson, Manuel Zimmer, Radu Grosu and Ramin M. Hasani
[pdf]
Toward Bayesian permutation inference for identifying neurons in C. elegans
Gonzalo Mena, Scott Linderman, David Belanger, Jasper Snoek, John Cunningham and Liam Paninski
[pdf]
Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording
Magdalena Fuchs, Manuel Zimmer, Radu Grosu and Ramin M. Hasani
[pdf]
A C.elegans inspired robotic model for pothole detection
John Lones, Netta Cohen and Anthony Cohn
[pdf]
Point-set registration framework with Conditional Random Fields for automatic tracking of neurons in C. elegans whole-brain videos
Shivesh Chaudhary and Hang Lu
Worm-level Control through Search-based Reinforcement Learning
Mathias Lechner, Radu Grosu and Ramin M. Hasani
[pdf]
Quantifying the behavioral dynamics of C. Elegans with autoregressive hidden Markov models
E. Kelly Buchanan, Akiva Lipschitz, Scott Linderman and Liam Paninski
[pdf]
A Simplified Cell Network for the Simulation of C. elegans' Forward Crawling
David Lung, Stephen Larson, Andrey Palyanov, Sergey Khayrulin, Padraig Gleeson, Manuel Zimmer, Radu Grosu and Ramin M. Hasani
[pdf]
Toward Bayesian permutation inference for identifying neurons in C. elegans
Gonzalo Mena, Scott Linderman, David Belanger, Jasper Snoek, John Cunningham and Liam Paninski
[pdf]
Searching for Biophysically Realistic Parameters for Dynamic Neuron Models by Genetic Algorithms from Calcium Imaging Recording
Magdalena Fuchs, Manuel Zimmer, Radu Grosu and Ramin M. Hasani
[pdf]
A C.elegans inspired robotic model for pothole detection
John Lones, Netta Cohen and Anthony Cohn
[pdf]
Point-set registration framework with Conditional Random Fields for automatic tracking of neurons in C. elegans whole-brain videos
Shivesh Chaudhary and Hang Lu
[pdf]
Multi-neuronal imaging of C. elegans courtship and mating
Vivek Venkatachalam, Vladislav Susoy, Min Wu, Wesley Hung, Mei Zhen and Aravinthan Samuel
Vivek Venkatachalam, Vladislav Susoy, Min Wu, Wesley Hung, Mei Zhen and Aravinthan Samuel
[pdf]
Analysis of Neuronal Circuits that Generate Behavioral Novelty
Andrew Gordus
Andrew Gordus
[pdf]