Extended Data Fig. 10: Predictions of spiking probabilities and discrete spikes from the Allen Brain Institute Visual Coding dataset. | Nature Neuroscience

Extended Data Fig. 10: Predictions of spiking probabilities and discrete spikes from the Allen Brain Institute Visual Coding dataset.

From: A database and deep learning toolbox for noise-optimized, generalized spike inference from calcium imaging

Extended Data Fig. 10

Predictions were produced with the global EXC model trained at 30 Hz. From dataset ID ‘552195520’, plotting a total of 40 neurons out of 74, approximately 1 minute out of 63.2 minutes of recording for this dataset. Discrete spikes are the most likely fit, generated with an algorithm using Metropolis-Monte Carlo sampling as starting point (see Methods).

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