Do type and token effects reflect different mechanisms? Connectionist modeling of Dutch past-tense formation and final devoicing Export

@article{citeulike:3435146, abstract = {In this paper, we show that both token and type-based effects in lexical processing can result from a single, token-based, system, and therefore, do not necessarily reflect different levels of processing. We report three Simple Recurrent Networks modeling Dutch past-tense formation. These networks show token-based frequency effects and type-based analogical effects closely matching the behavior of human participants when producing past-tense forms for both existing verbs and pseudo-verbs. The third network covers the full vocabulary of Dutch, without imposing predefined linguistic structure on the input or output words.}, author = {Moscoso and Ernestus, Mirjam and Baayen, Harald R.}, citeulike-article-id = {3435146}, citeulike-linkout-0 = {http://dx.doi.org/10.1016/j.bandl.2003.12.002}, citeulike-linkout-1 = {http://linkinghub.elsevier.com/retrieve/pii/S0093-934X(03)00441-3}, doi = {10.1016/j.bandl.2003.12.002}, issn = {0093934X}, journal = {Brain and Language}, keywords = {computationalmodel, dutch, frequency, morphology, neuralnetwork, psycholinguistics, token, type, visual, wordrecognition, written}, month = {July}, number = {1-3}, pages = {287--298}, posted-at = {2008-10-21 16:31:30}, priority = {2}, title = {Do type and token effects reflect different mechanisms? Connectionist modeling of Dutch past-tense formation and final devoicing}, url = {http://dx.doi.org/10.1016/j.bandl.2003.12.002}, volume = {90}, year = {2004} }

TY - JOUR ID - citeulike:3435146 L3 - citeulike-article-id:3435146 N2 - In this paper, we show that both token and type-based effects in lexical processing can result from a single, token-based, system, and therefore, do not necessarily reflect different levels of processing. We report three Simple Recurrent Networks modeling Dutch past-tense formation. These networks show token-based frequency effects and type-based analogical effects closely matching the behavior of human participants when producing past-tense forms for both existing verbs and pseudo-verbs. The third network covers the full vocabulary of Dutch, without imposing predefined linguistic structure on the input or output words. IS - 1-3 JF - Brain and Language SN - 0093934X EP - 298 TI - Do type and token effects reflect different mechanisms? Connectionist modeling of Dutch past-tense formation and final devoicing VL - 90 SP - 287 KW - computationalmodel KW - dutch KW - frequency KW - morphology KW - neuralnetwork KW - psycholinguistics KW - token KW - type KW - visual KW - wordrecognition KW - written AU - Moscoso AU - Ernestus, Mirjam AU - Baayen, Harald PY - 2004/07// UR - http://dx.doi.org/10.1016/j.bandl.2003.12.002 ER -