Neural Connectomics Challenge. (2017)

• Record Type: Book
• Further Information: Note: Edited by Demian Battaglia, Isabelle Guyon, Vincent Lemaire, Javier Orlandi, Bisakha Ray, Jordi Soriano.
• Editors: Battaglia, Demian; Guyon, Isabelle; (Computer scientist), Lemaire, Vincent; Orlandi, Javier; Ray, Bisakha; Soriano, Jordi
• Contents: First Connectomics Challenge: From Imaging to Connectivity -- Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging -- Supervised Neural Network Structure Recovery -- Signal Correlation Prediction Using Convolutional Neural Networks -- Reconstruction of Excitatory Neuronal Connectivity via Metric Score Pooling and Regularization -- Neural Connectivity Reconstruction from Calcium Imaging Signal using Random Forest with Topological Features -- Efficient Combination of Pairwise Feature Networks -- Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model -- SuperSlicing Frame Restoration for Anisotropic ssTEM and Video Data -- Supplemental Information.
• Publisher Details: Cham : Springer International Publishing Imprint: Springer
• Publication Date: 2017
• Extent: 1 online resource, illustrations
• Subjects: 006.3; Computer science; Artificial intelligence; Image processing; Computational neuroscience; Neural networks (Neurobiology); Computer Science; Artificial Intelligence (incl. Robotics); Image Processing and Computer Vision; Electronic books
• Languages: English
• ISBNs: 3319530704; 9783319530703
• Notes: Note: Includes bibliographical references.; Note: Description based on print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.