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Durability of affordable neural networks against damages.
| Content Provider | CiteSeerX |
|---|---|
| Author | Uwate, Yoko Nishio, Yoshifumi Stoop, Ruedi |
| Abstract | Abstract — In this study, we address the durability of the brain, which is able to operate in various imperfect situ-ations. In our previous research, we have proposed a new network structure called the “Affordable Neural Network”, where affordable neurons in the hidden layer of the feedforward neural network reflect important aspects of the real brain mechanism. We consider that the concept of the affordable neural network embodies the important feature of durability. In our contribution, we investigate the durability of the affordable neural network when some of the neurons in the hidden layer are damaged after the learning process. I. |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Affordable Neural Network Hidden Layer Learning Process Real Brain Mechanism Important Feature Various Imperfect Situ-ations Feedforward Neural Network Previous Research Important Aspect New Network Structure Affordable Neuron |
| Content Type | Text |
