Marcus Michelen

Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials

Designing infinite impulse response filters to match an arbitrary magnitude response requires specialized techniques. Methods like modified Yule-Walker are relatively efficient, but may not be sufficiently accurate in matching high order responses. On the other hand, iterative optimization technique…