Update week8.do.txt

Author: mhjensen

doc/src/week8/week8.do.txt

@@ -16,15 +16,18 @@ o Links between Principal Component Analysis (PCA) and AE
 
 
 !split
-===== Reading recommendations:  RNNs =====
+===== Reading recommendations:  RNNs and LSTMs =====
 
 !bblock
-o For RNNs see Goodfellow et al chapter 10.
+o For RNNs see Goodfellow et al chapter 10 add link 
 o Reading suggestions for implementation of RNNs in PyTorch: Rashcka et al's text, chapter 15
-o Reading suggestions for implementation of RNNs in TensorFlow: "Aurelien Geron's chapter 14":"https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf". 
+o Reading suggestions for implementation of RNNs in TensorFlow: "Aurelien Geron's chapter 14":"
+o RNN video at URL":https://youtu.be/PCgrgHgy26c?feature=shared"
+o New LSTM, see Beck et al URL:"https://arxiv.org/abs/2405.04517"
 !eblock
 
 
+
 !split
 ===== Reading recommendations: Autoencoders (AE) =====