Titlebook: Neural Connectomics Challenge; Demian Battaglia,Isabelle Guyon,Jordi Soriano Book 2017 Springer International Publishing AG 2017 Neuronal

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First Connectomics Challenge: From Imaging to Connectivity, prizes. The winners significantly outperformed the baseline method provided by the organizers. To measure influences between neurons the participants used an array of diverse methods, including transfer entropy, regression algorithms, correlation, deep learning, and network deconvolution. The devel

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Predicting Spiking Activities in DLS Neurons with Linear-Nonlinear-Poisson Model,re modality or the two feature modalities combined. Subpopulations of neurons were also identified that had better reconstruction accuracy when modeled with features from single modalities. This study demonstrates the feasibility of spike train reconstruction in DLS neurons and provides insights int

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2520-131X ce problems. The content is also suitable for the machine learning community because it exemplifies how to approach the same problem from different perspectives..978-3-319-85054-2978-3-319-53070-3Series ISSN 2520-131X Series E-ISSN 2520-1328

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Lukasz Romaszkod coexistence of different standards puts overall throughput at risk. ..The management of flexibility risks bringing about intolerable complexity and hamper the desired agility. A systematic approach, consistin978-94-007-3597-2978-94-007-1278-2Series ISSN 1860-4862 Series E-ISSN 1860-4870

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Javier Orlandi,Bisakha Ray,Demian Battaglia,Isabelle Guyon,Vincent Lemaire,Mehreen Saeed,Alexander S

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