Introductory breakdown of Neural Network Gaussian Processes (NNGP), Neural Tangent Kernel (NKT) theory, Quantum Field Theory (QFT), Neural Network Field Theory (NNFT), Links: gist.github.co...
A good starting point is
en.wikipedia.o...
The paper discussed is at
arxiv.org/pdf/...
And so in the video we get into Feynman Diagrams for studying Deep Neural Network initialization, QFT observation prediction via neural networks, in particular architectures and sampling schemes for quartic interaction Lagrangians.
All that good stuff...
Негізгі бет Neural Networks as Quantum Field Theories (NNGP, NKT, QFT, NNFT)
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