Method getEquation

src/recurrent/rnn.js:88–108

* * @param {Equation} equation * @param {Matrix} inputMatrix * @param {Matrix} previousResult * @param {Object} hiddenLayer * @returns {Matrix}

(equation, inputMatrix, previousResult, hiddenLayer)

   * @returns {Matrix}
   */
  getEquation(equation, inputMatrix, previousResult, hiddenLayer) {
    let relu = equation.relu.bind(equation);
    let add = equation.add.bind(equation);
    let multiply = equation.multiply.bind(equation);

    return relu(
      add(
        add(
          multiply(
            hiddenLayer.weight,
            inputMatrix
          ),
          multiply(
            hiddenLayer.transition,
            previousResult
          )
        ),
        hiddenLayer.bias
      )
    );
  }

  createInputMatrix() {
    //0 is end, so add 1 to offset