2 papers
cs.CV2019
Efficiency and Scalability of Multi-Lane Capsule Networks (MLCN)
Vanderson M. do Rosario, Mauricio Breternitz, Edson Borin
Some Deep Neural Networks (DNN) have what we call lanes, or they can be reorganized as such. Lanes are paths in the network which are data-independent and typically learn different…
cs.CV2019
The Multi-Lane Capsule Network (MLCN)
Vanderson Martins do Rosario, Edson Borin, Mauricio Breternitz
We introduce Multi-Lane Capsule Networks (MLCN), which are a separable and resource efficient organization of Capsule Networks (CapsNet) that allows parallel processing, while achi…