public Matrix Activate(Matrix input, Graph g)
{
Matrix concat = g.ConcatVectors(input, _context);
Matrix sum = g.Mul(_w, concat); sum = g.Add(sum, _b);
Matrix output = g.Nonlin(_f, sum);
//rollover activations for next iteration
_context = output;
return output;
}
