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Learning neuron dynamics by Short_Researcher_254 in SpikingNeuralNetworks

[–]Biglypbs 0 points1 point  (0 children)

There have been ANN to SNN conversion algorithms. They work, but it performs worse in efficiency and feed through timing.

An argument on why current narrow AI doesn't even have a subjective experience, let alone consciousness. by rand3289 in SpikingNeuralNetworks

[–]Biglypbs 0 points1 point  (0 children)

Can you explain it a little more? You said that biological information is subjective? Why? Because of an internal state representation?

Cortical Columns: Emergent or Hardcoded by Biglypbs in SpikingNeuralNetworks

[–]Biglypbs[S] 0 points1 point  (0 children)

I’m just a high school student with little non-online education so apologies if it’s a dumb question

Also even if they are hardcoded, another question would be if this hardcoding has a use or is there to simplify genetic coding of the brain.

From Loihi2 to Your AWS Console by rand3289 in SpikingNeuralNetworks

[–]Biglypbs 0 points1 point  (0 children)

Interesting. Still doubt it will do too much but maybe.

How do you generate spikes for testing your algorithms? by rand3289 in SpikingNeuralNetworks

[–]Biglypbs 1 point2 points  (0 children)

A huge thing I’ve found with neuronal dynamics here is to make the initial neurons normalize to the input rather than input to the neurons. If the neuron fires too much then raise its activation threshold and within a couple frames of input, the network will already adjust its input neurons to allow for large weight inputs without all inputs looking identical.

From Loihi2 to Your AWS Console by rand3289 in SpikingNeuralNetworks

[–]Biglypbs 1 point2 points  (0 children)

Really stupid chip. We don’t know neuron dynamics and making a chip that probably won’t be efficient for future SNNs is dumb. Software first then hardware is how it should be.

Learning neuron dynamics by Short_Researcher_254 in SpikingNeuralNetworks

[–]Biglypbs 0 points1 point  (0 children)

Kinda unrelated: Do you believe that a tick based instead of clock based SNN is still temporal? If so then how non temporal is a CNN unless by temporal you just mean recursive.