LSM icon indicating copy to clipboard operation
LSM copied to clipboard

Published 20 hours ago • verified publisher icon IGITUGraz

parameters of lsm

Open shirleyatgithub opened this issue 5 years ago • 4 comments

Dear author, Thanks for your generous sharing. Your code is very helpful for me to understand lsm. I just wonder how you set the parameters to be the values they are now.

shirleyatgithub avatar Nov 08 '19 11:11 shirleyatgithub

Hi @shirleyatgithub , thank you for your message. The current parameters were chosen using a parameter search to achieve good performance on the XOR and memory tasks while maintaining reasonable firing rates and being close to asynchronous irregular firing.

anandtrex avatar Nov 11 '19 17:11 anandtrex

Dear author, Thanks for the reply. I wonder do you have any paper related to this project? I would like to read.

shirleyatgithub avatar Nov 13 '19 10:11 shirleyatgithub

Dear author, I have a question about the input_spikes. I see that the input_states are 666 pair of 0 and 1, and that corresponds to the targets (666 logits). But why the inp_spikes is 3226 elements with two array. How should I understand their meaning? Thank you very much.

shirleyatgithub avatar Nov 14 '19 10:11 shirleyatgithub

Hi @shirleyatgithub, this model was used in this paper.

Regarding your second question, can you point me to the specific line number where this happens?

anandtrex avatar Dec 13 '19 19:12 anandtrex