What do connectionism and social psychology offer each other?
Abstract
Social psychologists can benefit from exploring connectionist or parallel distributed processing models of mental representation and process also can contribute much to connectionist theory in return. Connectionist models involve many simple processing units that send activation signals over connections. At an abstract level, the models can be described as representing concepts (as distributed patterns of activation), operating like schemas to fill in typical values for input information, reconstructing memories based on accessible knowledge rather than retrieving static representations, using flexible and context-sensitive concepts, and computing by satisfying numerous constraints in parallel. This article reviews open questions regarding connectionist models and concludes that social psychological contributions to such topics as cognition-motivation interactions may be important for the development of integrative connectionist model.
Cites (11)
- Implicit social cognition: Attitudes, self-esteem, and stereotypesGreenwald, Anthony G., Banaji, Mahzarin R. · 1995 · Psychological Review
- Stereotypes and prejudice: Their automatic and controlled componentsDevine, Patricia G. · 1989 · Journal of Personality and Social Psychology
- Why there are complementary learning systems in the hippocampus and neocortex: insights from the successes and failures of connectionist models of learning and memoryMcClelland, James L., McNaughton, Bruce L., O'Reilly, Randall C. · 1995 · Psychological Review
- Connectionism and cognitive architecture: A critical analysisFodor, Jerry A., Pylyshyn, Zenon W. · 1988 · Cognition
- Catastrophic Interference in Connectionist Networks: The Sequential Learning ProblemMcCloskey, Michael, Cohen, Neal J. · 1989 · Psychology of Learning and Motivation
- The discovery of processing stages: Extensions of Donders' methodSternberg, Saul · 1969 · Acta Psychologica
- Implicit memory: History and current status.Schacter, Daniel L. · 1987 · Journal of Experimental Psychology: Learning, Memory, and Cognition
- The Computational BrainChurchland, Patricia S., Sejnowski, Terrence J. · 1992
- Time-locked multiregional retroactivation: a systems-level proposal for the neural substrates of recall and recognitionDamasio, Antonio R. · 1989 · Cognition
- Connectionist models of recognition memory: Constraints imposed by learning and forgetting functions.Ratcliff, Roger · 1990 · Psychological Review
Cited by (11)
- A model of dual attitudes.Wilson, Timothy D., Lindsey, Samuel, Schooler, Tonya Y. · 2000 · Psychological Review
- Beyond behaviorism: On the automaticity of higher mental processes.Bargh, John A., Ferguson, Melissa J. · 2000 · Psychological Bulletin
- A Functional-Design Approach to Motivation and Self-RegulationKuhl, Julius · 2000 · Handbook of Self-Regulation
- The Associative–Propositional Evaluation ModelGawronski, Bertram, Bodenhausen, Galen V. · 2011 · Advances in Experimental Social Psychology
- Untitled work2007
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- CoChat. (2026). Citation check: What do connectionism and social psychology offer each other? https://app.cochat.ai/papers/10.1037//0022-3514.70.5.893
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- Smith, E. R. (1996). What do connectionism and social psychology offer each other? Journal of Personality and Social Psychology. https://doi.org/10.1037//0022-3514.70.5.893
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