idiap / sparch

PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks
20 stars 4 forks source link

Network degradation #2

Open qianhuiliu opened 7 months ago

qianhuiliu commented 7 months ago

Hello! Thanks for your nice work! It really helps to effectively process the speech data. For my task which requires a deeper SNN, I employ more hidden layers with RLIF. However, when I employ 7 layers, it faces the network degradation. The accuracy is lower than that with 5 layers. Can you kindly give some suggestions for us to address this issue? Very appreciated!