Quote by Marvin Minsky
If you just have a single problem to solve, then fine, go ahead and use a neural network. But if you want to do science and understand how to choose architectures, or how to go to a new problem, you have to understand what different architectures can and cannot do.
Summary
This quote highlights the importance of understanding neural network architectures beyond just solving a specific problem. While neural networks can effectively address individual problems, this statement emphasizes the need for scientific exploration and comprehension of various architectures. To advance in the field of artificial intelligence, it is crucial to recognize the strengths and limitations of different architectures, enabling researchers and practitioners to approach new challenges and choose the most appropriate structures for optimal outcomes.