US 12,250,074 B2
Autoencoders with list decoding for reliable data transmission over noisy channels and methods thereof
Hamid Saber, San Diego, CA (US); Homayoon Hatami, San Diego, CA (US); and Jung Hyun Bae, San Diego, CA (US)
Assigned to Samsung Electronics Co., Ltd., Yongin-si (KR)
Filed by Samsung Electronics Co., Ltd., Suwon-si (KR)
Filed on Dec. 5, 2022, as Appl. No. 18/075,334.
Claims priority of provisional application 63/291,021, filed on Dec. 17, 2021.
Prior Publication US 2023/0198672 A1, Jun. 22, 2023
Int. Cl. H04L 1/00 (2006.01); G06N 3/08 (2023.01); H04L 1/20 (2006.01); H04L 25/03 (2006.01)
CPC H04L 1/0076 (2013.01) [G06N 3/08 (2013.01); H04L 1/203 (2013.01); H04L 25/03165 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system comprising:
a receiver circuit configured to receive an encoded codeword over a channel from an encoder neural network of an encoder; and
a decoder circuit, including a decoder neural network, configured to decode the encoded codeword, and generate a list of decoded message words, the list of the decoded message words comprising a plurality of candidate message words representing the message word.