def apply(self, X):
h, t=self.apply_lin(X);
h=nnfuns.tanh(h);
t=nnfuns.tanh(t);
return h*t+X*(1-t);
def apply(self, X):
return nnfuns.tanh(self.apply_lin(X));
def apply(self, X):
h, t = self.apply_lin(X)
h = nnfuns.tanh(h)
t = nnfuns.tanh(t)
return h * t + X * (1 - t)
