Demo entry 3829988

Exemplo tal

   

Submitted by anonymous on Mar 01, 2016 at 22:29
Language: Python. Code size: 408 Bytes.

class MyPerceptronLayer(nnb.Model):

    @staticmethod
    def init_options():
        return declare_options()

    def init_params(self):
        return declare_parameters(self)

    def apply(self, prev):
        W = self.params[0]
        b = self.params[1]
        inp = prev[0]
        activation_func = self.options.get('activation_func')
        return [activation_func(inp.dot(W) + b)]

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