Discussion
You are given an OR problem and a XOR problem to solve. Then, which one of the following statements is true ?
Answer: D
The OR function is linearly separable, so a single layer perceptron can solve it. The XOR function is not linearly separable, so a single layer perceptron cannot solve it, but a radial basis function network can, because it maps the inputs into a space where the classes become separable. The statement that both can be solved by a single layer perceptron is therefore false, and so are those that say the XOR problem can be solved by the perceptron or by self organising maps, which are used for clustering. The keyed answer is that the OR problem can be solved by a single layer perceptron and the XOR problem by a radial basis function.
Post your comment
Please log in or register to post a comment.
Examination Categories
- SSC Exams
- Banking Exams
- Teaching Exams
- Civil Services Exams
- Railways Exams
- Engineering Recruitment Exams
- Defence Exams
- State Government Exams
- Police Exams
- Insurance Exams
- Nursing Exams
- Other Government Exams
- NRA CET
- PG Entrance Exams
- Campus Placement
- MBA Entrance Exams
- CUET and UG Entrance
- Judiciary Exams
- Regulatory Body Exams
- Software Development