Use the power reduction formula: cos²(x) = (1 + cos(2x))/2
Split the integral
Integrate each term
Simplify
Like sin²(x), this integral is essential in Fourier transforms used by CNNs for image processing. Understanding these integrals helps in analyzing activation patterns in periodic neural network behaviors.
The integral of cos²(x) is \frac{x}{2} + \frac{\sin(2x)}{4} + C, where C is the constant of integration.
Follow the step-by-step solution above, which uses standard integration techniques.
Like sin²(x), this integral is essential in Fourier transforms used by CNNs for image processing. Understanding these integrals helps in analyzing activation patterns in periodic neural network behaviors.