Can I simulate CSNN (Convolutional Spiking Neural Network) on aihwkit ?

[sauravtii]

Hello!
I am new to aihwkit and wanted to ask whether I can simulate Convolutional Spiking Neural Network (CSNN) using aihwkit ?
If yes, can anyone please share the necessary resources from where I can get started ?
I have a custom CNN and want to convert that to SNN and simulate or run it on aihwkit in order to get the performance metrics (accuracy, latency, energy, etc).

Kind regards,
Saurav

[maljoras]

Hi @sauravtii ,
many thanks for the question!

No, we do not support spiking neuromorphic hardware. Just resistive crossbar arrays.

[sauravtii]

Thank you for your response @maljoras. Is it possible to run or simulate CSNN (Convolutional Spiking Neural Network) using resistive crossbar arrays in order to get the performance metrics ?
Or is there any possible way to run SNN using aihwkit ?

[maljoras]

No, spiking DNNs are not supported.