CNIPA.AI
Back to Search
Dossier

LEARNING DEVICE, LEARNING METHOD, RECORD MEDIUM STORING LEARNING PROGRAM, INFERENCE DEVICE, INFERENCE METHOD, AND RECORD MEDIUM STORING INFERENCE PROGRAM

InventionPending
2views
10Claims · 4 independent
§ Ⅰ

Dossier Overview

IPC Classification

G6N 3/8G6N 3/455

CPC Classification

G6N3/8G6N3/455

A learning device includes an encoder including N encoder layers and a decoder including M decoder layers. The encoder includes a first path to add a first output as an output of a first encoder layer among the N encoder layers to a first auxiliary residual connection as a residual connection of a second encoder layer that is two or more layers lower than the first encoder layer. The decoder includes a second path to add a second output as an output of a first decoder layer among the M decoder layers to a second auxiliary residual connection as a residual connection of a second decoder layer that is two or more layers lower than the first decoder layer.

Original (Chinese)

A learning device includes an encoder including N encoder layers and a decoder including M decoder layers. The encoder includes a first path to add a first output as an output of a first encoder layer among the N encoder layers to a first auxiliary residual connection as a residual connection of a second encoder layer that is two or more layers lower than the first encoder layer. The decoder includes a second path to add a second output as an output of a first decoder layer among the M decoder layers to a second auxiliary residual connection as a residual connection of a second decoder layer that is two or more layers lower than the first decoder layer.

External Resources