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Gravitational Clustering

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Analysis of Parallel Spike Trains

Part of the book series: Springer Series in Computational Neuroscience ((NEUROSCI,volume 7))

Abstract

When multiple spike trains are simultaneously recorded, it is desirable to screen the data for signs of neuronal association. The gravity transformation does this by representing the N observed spike trains as charges on N particles moving in an N-space. An appropriate force law results in particle trajectories and aggregations that can be interpreted in terms of dynamic neuronal interactions and of neuronal assemblies.

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Correspondence to George Gerstein .

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Gerstein, G. (2010). Gravitational Clustering. In: Grün, S., Rotter, S. (eds) Analysis of Parallel Spike Trains. Springer Series in Computational Neuroscience, vol 7. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-5675-0_8

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