From aaa922fc4dee537c54e2594b4835b5a3425c0426 Mon Sep 17 00:00:00 2001 From: Miguel Date: Thu, 21 Mar 2019 13:39:20 +0100 Subject: cv and some stuff about neuronets --- 00_blog/00040_Haskell/00220_Neural-Networks/index.md | 15 +++++++++++++-- 1 file changed, 13 insertions(+), 2 deletions(-) (limited to '00_blog/00040_Haskell') diff --git a/00_blog/00040_Haskell/00220_Neural-Networks/index.md b/00_blog/00040_Haskell/00220_Neural-Networks/index.md index f075430..ee62d09 100644 --- a/00_blog/00040_Haskell/00220_Neural-Networks/index.md +++ b/00_blog/00040_Haskell/00220_Neural-Networks/index.md @@ -9,12 +9,23 @@ WORK IN PROGRESS * recurrent neural networks * cost / loss / objective function * quadratic cost function / mean squared error -* gradient descent +* gradient descent * gradient (vector of partial derivatives) -* Stochastic gradient descent +* stochastic gradient descent +* on-line / incremental learning +* deep neural networks +* mini-batches +* backpropagation (4 funamental equations) +* weighted input +* required assumptions about the cost function +* hadamard / schur product + + +* saturated neuron ## Ref * [1] * [2] * [3] +* [4] -- cgit v1.2.3