Edwin K. P. Chong

Activation-Based Pruning of Neural Networks

2024 · Algorithms

We present a novel technique for pruning called activation-based pruning to effectively prune fully connected feedforward neural networks for multi-object classification. Our technique is based on the number of times each neuron is activated during …