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Population vector

In neuroscience, a population vector is the sum of the preferred directions of a population of neurons, weighted by the respective spike counts.

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In neuroscience, a population vector is the sum of the preferred directions of a population of neurons, weighted by the respective spike counts.1

The formula for computing the (normalized) population vector, F {\displaystyle F} , takes the following form:

F = j m j F j j m j {\displaystyle F={\frac {\sum _{j}m_{j}F_{j}}{\sum _{j}m_{j}}}}

Where m j {\displaystyle m_{j}} is the activity of cell j {\displaystyle j} , and F j {\displaystyle F_{j}} is the preferred input for cell j {\displaystyle j} .

Note that the vector F {\displaystyle F} encodes the input direction, F j {\displaystyle F_{j}} , in terms of the activation of a population of neurons.

References

References

  1. Westover, M. Brandon; Eliasmith, Chris; Anderson, Charles H. (June 2002). "Linearly decodable functions from neural population codes". Neurocomputing. 44–46: 691–696. doi:10.1016/s0925-2312(02)00459-9. ISSN 0925-2312. PMC 7062372. PMID 32153318.