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stat.ML2017★ 48 cited
Neural system identification for large populations separating "what" and "where"
David A. Klindt, Alexander S. Ecker, Thomas Euler +1
Neuroscientists classify neurons into different types that perform similar computations at different locations in the visual field. Traditional methods for neural system identifica…
stat.ML2015★ 9 cited
Supervised learning sets benchmark for robust spike detection from calcium imaging signals
Lucas Theis, Philipp Berens, Emmanouil Froudarakis +6
A fundamental challenge in calcium imaging has been to infer the timing of action potentials from the measured noisy calcium fluorescence traces. We systematically evaluate a range…