Limitations of Neural Network Learning and How They Should Be Attacked in 2018

By Torsten Volk on Jan 3, 2018 2:00:53 PM

Neural Networks Are Key in 2018

Neural networks are back, but please don’t think they are able to emulate the context awareness of the human brain. Don’t get me wrong, I believe that the neural network approach is a viable one, but we do need to be clear about its limitations. All of these limitations are rooted in the limited 'worldview' the neural network is able to take in. This worldview is limited as it relies on a human being with limited time and knowledge creating the neural network topology by providing the following components and enough sample data for the machine to determine how input should be processed.

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