Category: Brain-Inspired Navigation

Whether and how dendritic plasticity modulates memory?

Sehgal, M., Filho, D.A., Kastellakis, G. et al. Compartmentalized dendritic plasticity in the mouse retrosplenial cortex links contextual memories formed close in time. Nat Neurosci (2025). https://doi.org/10.1038/s41593-025-01876-8

Abstract
Events occurring close in time are often linked in memory

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How to understand the neural basis of natural intelligence?

Angelo Forli, Michael M. Yartsev. Understanding the neural basis of natural intelligence. Cell, 2024, Volume 187, Issue 21, 5833 – 5837

Abstract
Understanding the neural basis of natural intelligence necessitates a paradigm shift: from strict reductionism toward …

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How the brain perform control and recalibration of path integration in place cells using optic flow?

Madhav, M.S., Jayakumar, R.P., Li, B.Y. et al. Control and recalibration of path integration in place cells using optic flow. Nat Neurosci (2024). https://doi.org/10.1038/s41593-024-01681-9

Abstract
Hippocampal place cells are influenced by both self-motion (idiothetic) signals and external sensory

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How animals simultaneously map their surroundings and tether goals to these surroundings during early experience in a novel environment?

Dan, Chuntao, Brad K. Hulse, Ramya Kappagantula, Vivek Jayaraman and Ann M. Hermundstad. “A neural circuit architecture for rapid learning in goal-directed navigation.” Neuron (2024): DOI:https://doi.org/10.1016/j.neuron.2024.04.036

Summary
Anchoring goals to spatial representations enables flexible navigation but is

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How to implement an explainable artificial intelligence approach to spatial navigation based on hippocampal circuitry?

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

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How to learn accurate path integration in ring attractor models of the head direction system?

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

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How to enable robots navigate based on experiences and predictive map inspired by spatial cognition in the brain?

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 …

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How visual landmarks are integrated into a framework that supports the neural encoding of landmark-based orientation?

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

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How hippocampal ensembles combine multimodal sensory cues?

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

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Whether humans represent a curved surface by building a dimension-reduced flattened 2D map or a full 3D map?

Misun Kim, Christian F. Doeller. Adaptive cognitive maps for curved surfaces in the 3D world.  

Abstract
“Terrains in a 3D world can be undulating. Yet, most prior research has exclusively investigated spatial representations on a …

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How does the brain encode angular and linear velocity?

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. …

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How can spatial navigation research in neuroscience and AI advance both fields significantly?

Bermudez-Contreras E, Clark BJ and Wilber A (2020) The Neuroscience of Spatial Navigation and the Relationship to Artificial IntelligenceFront. Comput. Neurosci. 14:63. doi: 10.3389/fncom.2020.00063

Abstract

“Recent advances in artificial intelligence (AI) and neuroscience are impressive. In AI, this …

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What is the latest progress in brain-inspired navigation technology integrating perception and action decision?

YANG Chuang, LIU Jianye, XIONG Zhi, LAI Jizhou, XIONG Jun. Brain-inspired navigation technology integrating perception and action decision: A review and outlook[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2020, 41(1): 23280-023280.

Abstract

“With the sustained development of brain and neuroscience as …

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What could be the computational benefits of such a mapping between intrinsic dynamical structure and external sensory inputs for navigation in the brain?

Christian Leibold. A Model for Navigation in Unknown Environments Based on a Reservoir of Hippocampal Sequences
bioRxiv 2019.12.18.880583; doi: https://doi.org/10.1101/2019.12.18.880583

Abstract
“Hippocampal place cell populations are activated in sequences on multiple time scales during active behavior, resting and sleep …

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How the Spiking Neural Network allows for navigation through an environment via landmark association without needing GPS?

Alexander Jones, Andrew Rush, Cory Merkel, Eric Herrmann, Ajey P. Jacob, Clare Thiem, Rashmi Jha. A neuromorphic SLAM architecture using gated-memristive synapses. Neurocomputing, 2019, https://doi.org/10.1016/j.neucom.2019.09.098.

Abstract
Navigation in GPS-denied environments is a critical challenge for autonomous mobile platforms

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