Letting structure emerge: connectionist and dynamical systems approaches to cognition

JL McClelland, MM Botvinick, DC Noelle… - Trends in cognitive …, 2010 - cell.com
Connectionist and dynamical systems approaches explain human thought, language and
behavior in terms of the emergent consequences of a large number of simple noncognitive …

Context, cortex, and dopamine: a connectionist approach to behavior and biology in schizophrenia.

JD Cohen, D Servan-Schreiber - Psychological review, 1992 - psycnet.apa.org
Connectionist models are used to explore the relationship between cognitive deficits and
biological abnormalities in schizophrenia. Schizophrenic deficits in tasks that tap attention …

[图书][B] Creating language: Integrating evolution, acquisition, and processing

MH Christiansen, N Chater - 2016 - books.google.com
A work that reveals the profound links between the evolution, acquisition, and processing of
language, and proposes a new integrative framework for the language sciences. Language …

Distributed representations, simple recurrent networks, and grammatical structure

JL Elman - Machine learning, 1991 - Springer
In this paper three problems for a connectionist account of language are considered 1. What
is the nature of linguistic representations? 2. How can complex structural relationships such …

[图书][B] Semantic cognition: A parallel distributed processing approach

TT Rogers, JL McClelland - 2004 - books.google.com
This groundbreaking monograph offers a mechanistic theory of the representation and use
of semantic knowledge, integrating the strengths and overcoming many of the weaknesses …

[图书][B] Explorations in parallel distributed processing: A handbook of models, programs, and exercises

JL McClelland, DE Rumelhart - 1989 - books.google.com
Page 1 22 EXPLORATIONS IN 7 PARALLEL DISTRIBUTED PROCESSING A Handbook of
Models, Programs, and Exercises; /// Includes Macintosh Ⓡ Software MACINTOSH VERSION …

Characteristics of dissociable human learning systems

DR Shanks, MFS John - Behavioral and brain sciences, 1994 - cambridge.org
A number of ways of taxonomizing human learning have been proposed. We examine the
evidence for one such proposal, namely, that there exist independent explicit and implicit …

Representing word meaning and order information in a composite holographic lexicon.

MN Jones, DJK Mewhort - Psychological review, 2007 - psycnet.apa.org
The authors present a computational model that builds a holographic lexicon representing
both word meaning and word order from unsupervised experience with natural language …

Incorporating rapid neocortical learning of new schema-consistent information into complementary learning systems theory.

JL McClelland - Journal of Experimental Psychology: General, 2013 - psycnet.apa.org
The complementary learning systems theory of the roles of hippocampus and neocortex
(McClelland, McNaughton, & O'Reilly, 1995) holds that the rapid integration of arbitrary new …

Short-term load forecasting using an artificial neural network

KY Lee, YT Cha, JH Park - IEEE transactions on power systems, 1992 - ieeexplore.ieee.org
An artificial neural network (ANN) method is applied to forecast the short-term load for a
large power system. The load has two distinct patterns: weekday and weekend-day patterns …