grid cell

A Multi-Region Brain Model to Elucidate the Role of Hippocampus in Spatially Embedded Decision-Making ICML 2025 On Conformal Isometry of Grid Cells: Learning Distance-Preserving Position Embedding ICLR 2025 Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NeurIPS 2024 Flexible mapping of abstract domains by grid cells via self-supervised extraction and projection of generalized velocity signals NeurIPS 2024 Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems NeurIPS 2024 Not so griddy: Internal representations of RNNs path integrating more than one agent NeurIPS 2024 Rapid Learning without Catastrophic Forgetting in the Morris Water Maze ICML 2024 Successive POI Recommendation via Brain-Inspired Spatiotemporal Aware Representation AAAI 2024 Actionable Neural Representations: Grid Cells from Minimal Constraints ICLR 2023 Self-Supervised Learning of Representations for Space Generates Multi-Modular Grid Cells NeurIPS 2023 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit NeurIPS 2022 Relating transformers to models and neural representations of the hippocampal formation ICLR 2022 Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks NeurIPS 2021 On Path Integration of Grid Cells: Group Representation and Isotropic Scaling NeurIPS 2021 Multi-Scale Representation Learning for Spatial Feature Distributions using Grid Cells ICLR 2020 A unified theory for the origin of grid cells through the lens of pattern formation NeurIPS 2019 Coordinated hippocampal-entorhinal replay as structural inference NeurIPS 2019 Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion ICLR 2019 Emergence of grid-like representations by training recurrent neural networks to perform spatial localization ICLR 2018 Design Principles of the Hippocampal Cognitive Map NeurIPS 2014