Jason Eshraghian

The way I see it, there are a few ways to perform regression. 1. Set the target of the membrane potential of a spiking neuron to reach the desired value...

This should definitely be possible! Are you able to apply MSELoss() to the output membrane potential? I have a notebook in another repo where I train the membrane potential to...

When you say iterations, do you mean time steps? I think it might be challenging to achieve that as the neuron needs a bit of time to get excited /...

Yeah, I know there's a Frontiers in Neuroscience paper out there by Emre Neftci which does exactly that on a classification task. The first 50 time steps do not have...

Nice! Keep us updated on if you find out why. I've run into some brickwalls trying to explain the difference in performance between packages in the past. Hope you have...

Interesting. I feel LSTMs should be better than LIFs too. My only guess at the moment is that perhaps the firing threshold of the LSTM is too high. Perhaps there...

> I tried different widths, thresholds, learnable/not learnable thresholds, reset mechanism and surrogate gradients. Nothing seems to work for timesteps > 10 .... Have you tried plotting the output of...

Oh yeah absolutely! More than happy for you to take the lead on this initiative, or we can co-write a tutorial together. Go ahead and convert this to a discussion...

Thats awesome, lets do it. Do you have discord? We're currently brainstorming in the tutorial-dev channel there. I haven't used input spike times directly (without expanding them out to tensors),...

Oops, teaching quarter just finished and I'm catching up on life now. The channel name is just snnTorch & the link is in the readme "Chat" badge. Converting this to...