Backpropagation
Backpropagation Through Time (BPTT)
Exploding Gradients
Gradient Checking
Gradient Flow
Local Gradient
Upstream Gradient
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CS231n — Backpropagation, Intuitions (computational graphs, chain rule, local and upstream gradients) Art… 3 terms
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5.3. Forward Propagation, Backward Propagation, and Computational Graphs — Dive into Deep Learning Art… 1 term
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Deep Learning (Goodfellow et al.) — Ch. 10 Sequence Modeling: Recurrent and Recursive Nets Art… 1 term
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torch.autograd.gradcheck.gradcheck — PyTorch documentation (analytical vs finite-difference gradients) Docs 1 term
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Understanding the difficulty of training deep feedforward neural networks (Glorot & Bengio, AISTATS 2010) — PMLR Pap… 1 term
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