Representational geometry: integrating cognition, computation, and the brain
N Kriegeskorte, RA Kievit - Trends in cognitive sciences, 2013 - cell.com
The cognitive concept of representation plays a key role in theories of brain information
processing. However, linking neuronal activity to representational content and cognitive …
processing. However, linking neuronal activity to representational content and cognitive …
[HTML][HTML] Relating population-code representations between man, monkey, and computational models
N Kriegeskorte - Frontiers in Neuroscience, 2009 - frontiersin.org
Perceptual and cognitive content is thought to be represented in the brain by patterns of
activity across populations of neurons. In order to test whether a computational model can …
activity across populations of neurons. In order to test whether a computational model can …
Beyond perceptual symbols: A call for representational pluralism
G Dove - Cognition, 2009 - Elsevier
Recent evidence from cognitive neuroscience suggests that certain cognitive processes
employ perceptual representations. Inspired by this evidence, a few researchers have …
employ perceptual representations. Inspired by this evidence, a few researchers have …
Neural population geometry: An approach for understanding biological and artificial neural networks
Advances in experimental neuroscience have transformed our ability to explore the structure
and function of neural circuits. At the same time, advances in machine learning have …
and function of neural circuits. At the same time, advances in machine learning have …
Decoding semantic representations in mind and brain
A key goal for cognitive neuroscience is to understand the neurocognitive systems that
support semantic memory. Recent multivariate analyses of neuroimaging data have …
support semantic memory. Recent multivariate analyses of neuroimaging data have …
Peeling the onion of brain representations
N Kriegeskorte, J Diedrichsen - Annual review of neuroscience, 2019 - annualreviews.org
The brain's function is to enable adaptive behavior in the world. To this end, the brain
processes information about the world. The concept of representation links the information …
processes information about the world. The concept of representation links the information …
Decoding representations of scenes in the medial temporal lobes
Recent theoretical perspectives have suggested that the function of the human
hippocampus, like its rodent counterpart, may be best characterized in terms of its …
hippocampus, like its rodent counterpart, may be best characterized in terms of its …
From symbols to icons: The return of resemblance in the cognitive neuroscience revolution
D Williams, L Colling - Synthese, 2018 - Springer
We argue that one important aspect of the “cognitive neuroscience revolution” identified by
Boone and Piccinini (Synthese 193 (5): 1509–1534. doi: 10.1007/s11229-015-0783-4 …
Boone and Piccinini (Synthese 193 (5): 1509–1534. doi: 10.1007/s11229-015-0783-4 …
Vector-space models of semantic representation from a cognitive perspective: A discussion of common misconceptions
Models that represent meaning as high-dimensional numerical vectors—such as latent
semantic analysis (LSA), hyperspace analogue to language (HAL), bound encoding of the …
semantic analysis (LSA), hyperspace analogue to language (HAL), bound encoding of the …
Model-based cognitive neuroscience
This special issue explores the growing intersection between mathematical psychology and
cognitive neuroscience. Mathematical psychology, and cognitive modeling more generally …
cognitive neuroscience. Mathematical psychology, and cognitive modeling more generally …