Less bits is more: How pruning deep binary networks increases weight capacity

no code implementations • 1 Jan 2021 • Yunqiang Li, Silvia Laura Pintea, Jan van Gemert

We make the observation that pruning weights adds the value 0 as an additional symbol and thus increases the information capacity of the network.