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“In the early days of neural networks, sigmoid and tanh were the common activation functions with two important characteristics — they are smooth, differentiable functions with a range between [0,1] ...
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Photonic computing needs more nonlinearity: Acoustics can helpExamples of activation functions are ReLU, sigmoid, or tanh functions and they can transform the weighted sum of inputs into an artificial neural network. Sound waves as a mediator for an effective ...
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