Magic mouse doesn´t reconnect after batterie change

When the mouse stops working because of empty batteries and i change the batteries and turn the mouse on then nothing happens. The mouse LED is blinking i can click the mouse button but my Mac doesn´t reconnect to the mouse anymore. The only solution is to turn the Mac of using the power button 😟