<ul><li>Binary Neural Networks (BNNs) use specialized forward functions to handle binary activations.</li><li>BNNs employ three common forward methods: straightforward mapping, stochasticity, and approximation.</li><li>BNNs use gradient approximations for efficient backpropagation through non-differentiable binary functions.</li><li>BNNs optimize memory and computation by binarizing weights in linear layers and utilizing Binary LSTMs for sequence modeling.</li></ul>

Mastering Binary Neural Networks (BNNs): Specialized Forward and Backward Functions for Efficient…

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