Gene Epitaxy based Cartesian Genetic Programming

Comparison of image transmission quality through acoustic channel demodulation. From left to right: original images, results from baseline traditional demodulator, proposed Neural Network demodulator, and proposed Neural Network demodulator with fine-tuning. The fine-tuned model demonstrates superior Bit Error Rate and SSIM.

Cartesian Genetic Programming is a method to automatically create programs or electronic circuits with a certain behaviour. The method is similar to how organisms evolve, and is very computationally expensive for complex circuits. I'm developing a new technique that significantly reduces the computational cost and time-to-solution. In development.