Enabling Capsule Networks at the Edge through Approximate Softmax and Squash Operations

Alberto Marchisio, Beatrice Bussolino, Edoardo Salvati +3

Complex Deep Neural Networks such as Capsule Networks (CapsNets) exhibit high learning capabilities at the cost of compute-intensive operations. To enable their deployment on edge…