simonnanty

import tensorflow as tf

from tensorflow.python.ops import math_ops, init_ops
from tensorflow.python.ops.rnn_cell_impl import RNNCell, _linear

class MinimalRNNCell(RNNCell): 
    """Minimal RNN where Phi is a multi-layer perceptron.
       This implementation is based on:
       Minmin Chen (2017)
       "MinimalRNN: Toward More Interpretable and Trainable Recurrent Neural Networks"

simonnanty

import tensorflow as tf

from tensorflow.python.ops import init_ops
from tensorflow.python.ops import array_ops
from tensorflow.python.ops import math_ops
from tensorflow.python.ops.rnn_cell_impl import RNNCell, _linear

class LRUCell(RNNCell): 
    """Lattice Recurrent Unit (LRU).
       This implementation is based on: