johannesmik/neurons

Application?

Opened this issue · 2 comments

Is it possible to accomplish some application such as pattern recognition using this framework?

Yes I think it would be possible, however we haven't used it for this purpose yet. What kind of pattern recognition do you want to do and in which scale? Maybe I can help you.

Also note, that this code simulates 'real' neurons using the SRM and the STDP model. Simulation is rather slow. Maybe for your application artifical neurons might be better suited.

such as Distracted Sequence Recall. this example is accomplished by LSTM, but I think it can be done by SNN too.
And this article using snn and stdp training an insect. I am learning snn reasently, and find your explain nation very clear. Thanks for your work.