The learning of categories: parallel brain systems for item memory and category knowledge.
By B. J. Knowlton, L. R. Squire. 1993
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
- Wenguan Wang
- James L. McClelland
- Luc Van Gool
- Yoshua Bengio
- Dharshan Kumaran
- Josh Tenenbaum
- Dagmar Zeithamova
- Daphna Shohamy
Citations in the corpus
- Generalization Through the Recurrent Interaction of Episodic Memories (2012, methodology): “We note that the interpretation of these empirical observations remains highly contentious: whilst a popular account views these data as supporting the operation of multiple memory systems in the brain (Knowlton and Squire, 1993), it has also been argued that a single system exemplar model, specific”
- Adaptive resonance theory (1997, background): “Knowlton and Squire (1993) posited that two separate memory systems are needed to explain these data.”
- Memory, reasoning, and categorization: parallels and common mechanisms (2014, background): “Moreover, amnesics have been shown to accurately categorize tests instances that they do not recognize (e.g., Knowlton and Squire, 1993; Nosofsky and Zaki, 1998).”
- Adaptive Resonance Theory (2002, background): “Knowlton and Squire (1993) have reported that amnesics can classify items as members of a large category even if they are impaired on remembering the individual items themselves.”
- Activation in the neural network responsible for categorization and recognition reflects parameter changes (2011, background): “For example, various influential studies demonstrated that amnesic subjects with poor recognition memory show normal categorization performance, suggesting that separate neural memory systems may mediate the tasks (12-16).”
- Formal Approaches in Categorization: Prototype models of categorization: basic formulation, predictions, and limitations (2011, background): “…closer to the prototype are endorsed more strongly as category members than items that are physically more distant (Homa et al., 1973; Homa & Cultice, 1984; Knowlton & Squire, 1993; Posner & Keele, 1968; Reber, Stark, & Squire, 1998b, 1998a; J. D. Smith & Minda, 2001; J. D. Smith et al., 2008).”
- Is categorization performance really intact in amnesia? A meta-analysis (2004, methodology): “…studies in which no significant difference has been observed between the performances of amnesics and controls on categorization has been taken as support for the multiple-systems approach (e.g., Filoteo, Maddox, & Davis, 2001; Knowlton & Squire, 1993; Reed et al., 1999; Squire & Knowlton, 1995).”
- Genetic dissection of consolidated memory in Drosophila. (1994, background): “Alternatively, ARM might represent the longest-lasting memory of a particular neuronal cell type in a distinct anatomical region of the brain, while LTM might occur only in “memory cells” (cf. Menzel et al., 1990; Rose, 1991; Knowlton and Squire, 1993; McDonald and White, 1993; Zola-Morgan and Squir”
- Learning About Categories in the Absence of Training: Profound Amnesia and the Relationship Between Perceptual Categorization and Recognition Memory (1999, methodology): “Although a dissociation between categorization and recognition in amnesics and normal individuals has been taken as evidence for multiple memory systems (Knowlton & Squire, 1993), this dissociation may also be consistent with a single memory system (Nosofsky & Zaki, 1998).”
- Rethinking Semantic Segmentation: A Prototype View (2022, background): “dence in cognitive science [60, 91]): data samples are classified based on their proximity to representative prototypes of classes.”
- Concepts and categories: Memory, meaning, and metaphysics (2012, methodology): “Knowlton and Squire (1993) used the Posner and Keele dot pattern stimuli to test amnesic and matched control patients on either categorization learning and transfer or on a new-old recognition task (involving five previously studied patterns versus five new patterns).”
- Dissociations Between Categorization and Recognition in Amnesic and Normal Individuals: An Exemplar-Based Interpretation (1998, methodology): “Furthermore, note that the categorization-recognition dissociation reported by Knowlton and Squire (1993) cannot be explained in terms of the use of a relative-similarity rule for categorization and absolute-summed-similarity rule for recognition (Nosofsky, 1988) because in Knowlton and Squire’s…”
- Memory systems of the brain: a brief history and current perspective. (2004, background): “Other demonstrations followed (e.g., the ability to resolve stereoscopic images, Benzing & Squire, 1989; cognitive skill learning, Squire & Frambach, 1990; artificial grammar learning, Knowlton, Ramus, & Squire, 1992; and category learning, Knowlton & Squire, 1993).”
- Adaptive Resonance Theory: How a brain learns to consciously attend, learn, and recognize a changing world (2013, background): “Knowlton and Squire (1993) posited that two separate memory systems are needed to explain these data.”