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| -rw-r--r-- | 00_blog/00040_Haskell/00220_Neural-Networks/index.md | 15 | ||||
| -rw-r--r-- | Michal_Idziorek_CV.pdf | bin | 1444412 -> 1505234 bytes | |||
| -rw-r--r-- | index.md | 9 |
3 files changed, 22 insertions, 2 deletions
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] <http://neuralnetworksanddeeplearning.com/> * [2] <http://www.deeplearningbook.org/> * [3] <https://medium.com/tebs-lab/how-to-classify-mnist-digits-with-different-neural-network-architectures-39c75a0f03e3> +* [4] <http://yann.lecun.com/exdb/mnist/> diff --git a/Michal_Idziorek_CV.pdf b/Michal_Idziorek_CV.pdf Binary files differindex f73fe30..7651403 100644 --- a/Michal_Idziorek_CV.pdf +++ b/Michal_Idziorek_CV.pdf @@ -46,3 +46,12 @@ Keep in mind, that this website is under sustained construction with more content scheduled to follow. Just browse the [blog](/blog) to find out more. + +CV +== + +Download a PDF version of my Curriculum Vitae: + +[Michal\_Idziorek\_CV.pdf](Michal_Idziorek_CV.pdf) + +It is likely out of date, sorry mate! |