Selecting board with easy GUI capabilities!!!!

4 analog signal at a rate of 2us

2us? On four channels? With calculations?

Let's do some math...

1/2e-6 = 500,000 samples per second per channel

500,000 * 4 = 2,000,000 samples per second

frequencies, energy, stability

Let's assume that each of these requires just a single floating-point math operation; a ridiculously low assumption...

3 * 2,000,000 = 6,000,000 FLOPS

I don't think even an ATmega2560 / 20 MHz is going to be able to handle that workload. You're in the wrong place.