Machine Learning, Artificial Intelligence, Neural Networks, Data Science, Towards Data Science.
examined the performance of neural networks as a function of sparsity (effectively the percentage of neurons removed) and found that even when reducing 75% of the neurons in a network, the model performance was not affected significantly. Indeed, halving the number of parameters only reduced the