Patent ID: 11948092
Assignee: NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 5:
6. The brain-inspired cognitive learning method according to claim 1, wherein in step (2a), the cognitive case base stores the raw data [e, x] of the dynamic environment and the dynamic task extracted in step (1b) of the online learning into the data base {tilde over (D)} in the memory module, and stores the features f(e,x) of the dynamic environment and the dynamic task, the online algorithm model and hyper-parameter combination (a, λ), wherein a represents an algorithm therein, λ represents a hyper-parameter combination therein, selected in step (1c), and the online learning result y obtained in step (1e) as the new cognitive case [f(e,x), (abest,λbest),ybest] into the cognitive case base in the memory module, wherein abest represents an updated algorithm therein, λbest represents an updated hyper-parameter combination therein, and ybest represents an updated learning result.