A matlab version of long short term memory
The code is for the lstm model.
The function of each file is listed as follows:
lstmcellsetup.m: create a lstmcell layer for a Feedforword Backpropagate Neural Network.
lstmcellff.m: performs a feedforward pass.
lstmcellbp.m: performs backpropagation.
lstmcellupdate.m: updates weights and biases with calculated gradients
gradientTest.m: test wheather the gradients compute by lstmcellbp.m is right
toyexample: toy example of the use of the code.