Published 2022
Could we understand neural networks through SymbolicAI which is in a human understandable language of equations? Maybe even a dl general explainer model trained on a large amount of neural nets. Then Symbolic AI to decode that neural net into a rational math based understanding of any model?
Discover new things (the model learns by creating a smooth representation of latent space). If we can understand model then we could potentially uncover new things
Why don’t researchers activate or observe groups of neurons in a neural net as they do with the brain?
attention maps - Google Search
Inceptionism: Going Deeper into Neural Networks
Neural Circuits: https://distill.pub/2020/circuits/zoom-in/
Understanding RNNs: https://arxiv.org/pdf/1506.02078.pdf