mbekmyrz / lstm

Scripts for the LSTM project

memory:
  weights_csv:
    -Weights of LSTM layer: w_lstm (for X), u_lstm (for hidden unit H) , b_lstm (biases).
    -Weights of fully connected layer: w_fc , b_fc.
    Order of gates in Keras: i, f, c, o (in w_lstm, u_lstm, b_lstm).
  weights_bin:
    -.mem files contain binary representation of the weights.
  luts_bin:
    -.mem files containt binary representation of the lut contents.

Fixed point representation: [sign bit, integer bits, fractional bits].
Sign bit: 0 - positive, 1 - negative.