Simone Coppolino, Michele Migliore. An explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry. Neural Networks, Volume 163, June 2023, Pages 97-107.
Abstract
“Learning to navigate a complex environment is not a difficult task for a …
Pantelis VafidisDavid OwaldTiziano D’AlbisRichard Kempter (2022) Learning accurate path integration in ring attractor models of the head direction system eLife 11:e69841. https://doi.org/10.7554/eLife.69841
Abstract
“Ring attractor models for angular path integration have received strong experimental support. To function as integrators, head …
D. Liu, Z. Lyu, Q. Zou, X. Bian, M. Cong and Y. Du, “Robotic Navigation Based on Experiences and Predictive Map Inspired by Spatial Cognition,” in IEEE/ASME Transactions on Mechatronics, doi: 10.1109/TMECH.2022.3155614.
Abstract:
“Humans and animals have environmental …
Patrick A. LaChance, Jalina Graham, Benjamin L. Shapiro, Ashlyn J. Morris, Jeffrey S. Taube. Landmark-modulated directional coding in postrhinal cortex. SCIENCE ADVANCES, 28 Jan 2022, Vol 8, Issue 4. DOI: 10.1126/sciadv.abg8404
Abstract
“Visual landmarks can anchor an animal’s …
Dustin Fetterhoff, Andrey Sobolev, Christian Leibold. Graded remapping of hippocampal ensembles under sensory conflicts. Cell Reports, Volume 36, Issue 11, 2021.
Summary
“Hippocampal place cells are thought to constitute a cognitive map of space derived from multimodal sensory …
Misun Kim, Christian F. Doeller. Adaptive cognitive maps for curved surfaces in the 3D world. bioRxiv 2021.08.30.458179; doi: https://doi.org/10.1101/2021.08.30.458179
Abstract
“Terrains in a 3D world can be undulating. Yet, most prior research has exclusively investigated spatial representations on a …
Davide Spalla, Alessandro Treves, Charlotte N. Boccara. Angular and Linear Speed Cells in the Parahippocampal Circuits. bioRxiv 2021.01.28.428631; doi: https://doi.org/10.1101/2021.01.28.428631
Abstract
“An essential role of the hippocampal region is to integrate information to compute and update representations. …
CogNav Blog
New discovery worth spreading on cognitive navigation in neurorobotics and neuroscience