Title :
The APECS-SRN: towards a model of SRT sequence learning
Author :
Jones, F.W. ; Le Pelley, M.E. ; McLaren, I.P.L.
Author_Institution :
Dept. of Exp. Psychol., Cambridge Univ., UK
fDate :
6/24/1905 12:00:00 AM
Abstract :
Current neural network models are unable to capture the detailed pattern of sub-sequence learning that people show on the serial reaction time (SRT) task. The paper presents a model, the APECS-SRN, that is better able to capture this pattern. The model runs the APECS algorithm in an SRN-type architecture
Keywords :
neural nets; psychology; APECS-SRN; SRT sequence learning; human cognition; human sequence learning; serial reaction time task; Anthropometry; Cognition; Humans; Neural networks; Psychology; Recurrent neural networks; Time measurement;
Conference_Titel :
Neural Networks, 2002. IJCNN '02. Proceedings of the 2002 International Joint Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7278-6
DOI :
10.1109/IJCNN.2002.1005557
