Select the Brush tool and press the right bracket key "]" to increase the size of your brush. To decrease your brush size, simply press the left bracket key "[". This keys can be used in the same way for Eraser Tool, Spot Healing Brush Tool, Clone Stamp Tool and so on.
Another way to adjust the brush size is to hold Ctrl + Alt Keys while you click and drag your mouse.