… in perception, memory, cognition, and action. Analyses of representationalgeometry can … highlight current challenges and future directions for studies of representationalgeometry. …
… between neuralrepresentationalgeometries … the representationalgeometry we studied here could affect behavior. Our results indicate that the analysis of the representationalgeometry …
… The representationalgeometry provides a useful intermediate level of description capturing … When we investigate the representationalgeometry by considering distances among neural …
JC Thompson, C Parkinson - Philosophical …, 2024 - royalsocietypublishing.org
… two-dimensional maps, different geometric structures are ideally suited for representing … in some cases, apparent overlap in neural and representational mechanisms for spatial and …
B Sorscher, S Ganguli… - Proceedings of the …, 2022 - National Acad Sciences
… by key geometric properties of the neural code. We find that these geometric quantities undergo orchestrated transformations along the primate visual pathway and along artificial neural …
… to organize their perception, generalizing between similar items. Visual perception is only one … While language can be perceived visually as written language, its fundamental form is …
… In particular, there is little evidence that the two core systems of geometry have the representational content and neural basis that the theory attributes to them. Moreover, the theory fails …
… The neural code of faces has been intensively studied in the macaque face patch system. Although the majority of previous studies used complete faces as stimuli, faces are often seen …
… ISC of neuralrepresentationalgeometry for movie content. (a) ISCs of … ISC of neural representationalgeometry for movie content. (a) ISCs of representationalgeometries before (top) …