LEARNING TO LEARN - REAL-TIME FEATURES AND A CONNECTIONIST MODEL

被引:25
作者
KEHOE, EJ
MACRAE, M
HORNE, AJ
机构
关键词
TRANSFER OF LEARNING; CLASSICAL CONDITIONING; RABBIT; NICTITATING MEMBRANE; CONNECTIONIST MODELING;
D O I
10.1177/105971239500300301
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Two experiments used classical conditioning to examine transfer of response features specific to the warning interval between a conditioned stimulus (CS) and an unconditioned stimulus (US). Rabbits were given initial training with a stimulus (CSA) in one modality (tone) at a designated interval (e.g, 200 ms). in a second stage, the conditioned response (CR) to CSA was extinguished. Finally, training was shifted to a new stimulus (CSB) in another modality (light) at a new interval (e.g., 400 ms). Compared to rest controls, there was an enhanced rate of CR acquisition to CSB and a tendency for early CRs to CSB to reflect the CSA-US interval. However, the extinction procedure and the change in CS-US interval together reduced these two aspects of transfer across stimulus modalities. The findings are discussed in terms of their implications for theories of cross-modal transfer. A layered network with real-time features is offered.
引用
收藏
页码:235 / 271
页数:37
相关论文
共 43 条
[1]  
BEHAR I, 1960, J COMP PHYSIOL PSYCH, V4, P539
[2]  
BEHAR I, 1974, J COMP PHYSIOL PSYCH, V82, P277
[3]   Cumulative transfer of training under different temporal conditions [J].
Bunch, ME .
JOURNAL OF COMPARATIVE PSYCHOLOGY, 1944, 37 (05) :265-272
[4]   Transfer of training in the mastery of an antagonistic habit after varying intervals of time [J].
Bunch, ME .
JOURNAL OF COMPARATIVE PSYCHOLOGY, 1939, 28 (02) :189-200
[5]   The amount of transfer in rational learning as a function of time [J].
Bunch, ME .
JOURNAL OF COMPARATIVE PSYCHOLOGY, 1936, 22 (03) :325-337
[6]   ADAPTIVE TIMING IN NEURAL NETWORKS - THE CONDITIONED-RESPONSE [J].
DESMOND, JE ;
MOORE, JW .
BIOLOGICAL CYBERNETICS, 1988, 58 (06) :405-415
[7]  
DESMOND JE, 1990, LEARNING COMPUTATION
[8]  
ELLIS H, 1965, TRANSFER LEANING
[9]  
Gluck M. A., 1990, NEUROSCIENCE CONNECT
[10]  
GLUCK MA, INPRESS J COGNITIVEN