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Writer's pictureDR.GEEK

Classification:Sigmoidneurons

(4th-Nov-2020)


These give a real-valued output that is a smoothand bounded function. • They have nice derivatives which make learning easy.


Limitations of a single neuron network

  • A decision border of a single sigmoid neuron is a straight line. • Sigmoid neuron cannot learn XOR.



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