Here is a Simple Circuit to give a Flashing LED, With a "Rising and Falling" Brightness

It Uses the Sawtooth waveform from pins 2 and 6 to create the rise and fall.
The Resistor and LED on Pin 3 are Optional.

The 10K Potentiometer give a reasonable range of Speed.