Population vector

From HandWiki

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, takes the following form:

F=jmjFjjmj

Where mj is the activity of cell j, and Fj is the preferred input for cell j.

Note that the vector F encodes the input direction, Fj, in terms of the activation of a population of neurons.

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. PMID 32153318.