Arbitrary-Accuracy Neural Approximation with Optimal Neuron Count and Near-Optimal Bit Complexity
It is proved that $d+1$ is the exact minimum total number of hidden neurons among standard feedforward networks with locally integrable activations and affine outputs.
Zi-Lan Cheng, Li-Lian Wang, Zhong-Jian Wang
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