Method for changing CPU frequence under control of neural network

A method for changing a frequency of a central processing unit (CPU) under the control of a neural network, wherein the neural network comprises m basis functions and m basis weights for calculating an output vector according to n environmental parameters, the method comprising steps of:

• providing the n environmental parameters;
• calculating m basis vectors by substituting the n environmental parameters into the m basis functions;
• calculating the output vector according to the m basis weights and the m basis vectors;
• and
• changing the frequency of the CPU according to the output vector, wherein m and n are positive integrals.

A method for changing a frequency of a central processing unit (CPU) under the control of a neural network, wherein the neural network comprises m basis functions for calculating an output vector according to n environmental parameters, the method comprising steps of:

• (i) executing a learning procedure, further comprising:
• providing p pseudo environmental parameters
• providing a pseudo output vector;
• and
• calculating m basis weights by the neural network according to the p pseudo environmental parameters and pseudo output vector;
• and
• (ii) executing an application procedure, further comprising:
• providing the n environmental parameters;
• calculating m basis vectors by substituting the n environmental parameters into the m basis functions;
• calculating the output vector according to the m basis weights and the m basis vectors;
• and
• changing the frequency of the CPU according to the output vector, wherein m, n and p are positive integrals.