Research Article

Single Neuron for Solving XOR like Nonlinear Problems

Table 3

Success Rate (through variation in dimension and no. of training samples).

Dimension (N)103104106

21.01.01.0
51.01.01.0
71.01.01.0
100.961.01.0
130.761.01.0
150.320.961.0
180.00.400.92
200.00.320.64
250.00.00.24