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Show that if the transfer function of the hidden units is linear, a three-layer network is equivalent to a two-lay er one. Explain why, therefore,

Show that if the transfer function of the hidden units is linear, a three-layer network is equivalent to a two-lay er one. Explain why, therefore, that a three-layer network with linear hidden units cannot solve a non-linearly separable problem such as XOR or n-bit parity.

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