r=Az, solve for A

4 vues (au cours des 30 derniers jours)
jm
jm le 1 Juin 2019
Modifié(e) : Adam Danz le 12 Août 2019
Hello, I am not a math guru, and I could use your help.
I have a large dataset:
r is a 97x5824 matrix (neuronal spikes)
z is a 4x5824 matrix (dimensions of an robotic arm movement)
I have the linear equation
r = A * z
How do I solve for matrix A? It should be 97x4, correct?

Réponses (2)

Walter Roberson
Walter Roberson le 2 Juin 2019
It is unlikely there is an exact solution. You can try
A = r/z;
Note that this is not r ./ z

jm
jm le 2 Juin 2019
I've been asked to use an optimal linear estimator. I see no OLE function on Matlab, nor any function via MathWorks. Any ideas?
The cited paper is Vector reconstruction from firing rates, Salinas et al, 1994
  1 commentaire
Adam Danz
Adam Danz le 12 Août 2019
Modifié(e) : Adam Danz le 12 Août 2019
Cited at least 500 times (many articles, including the Salinas & Abbott paper, apply the OLE to arm (and finger) movement decoding).
The OLE code I have is from a collaboration and I'm not certain the others want it public. If you have specific questions, feel free to follow up.

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