How to conduct a quantitative comparison of machine learning and statistical model-based decoding methods on HD cell activity?
Xu Z, Wu W, Winter SS, Mehlman ML, Butler WN, Simmons CM, Harvey RE, Berkowitz LE, Chen Y, Taube JS, Wilber AA and Clark BJ (2019) A Comparison of Neural Decoding Methods and Population Coding Across Thalamo-Cortical Head Direction Cells…
How the grid cells perform path integral, path planning and error correction?
Gao, Ruiqi & Xie, Jianwen & Zhu, Song & Wu, Yingnian. Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion. ICLR 2019
Abstract
“This paper proposes a representational model for grid cells. In …
How to decode sensory and behavioural variables directly from wide-band neural data?
Markus Frey, Sander Tanni, Catherine Perrodin, Alice O’Leary, Matthias Nau, Jack Kelly, Andrea Banino, Christian F Doeller, Caswell Barry. DeepInsight: A general framework for interpreting wide-band neural activity. bioRxiv 871848; doi: https://doi.org/10.1101/871848
Abstract
“Rapid progress in technologies such as …
How the Human Brain Perform the Retrieval of Large-Scale Spatial Environments?
Derek J. Huffman, Arne D. Ekstrom, A Modality-Independent Network Underlies the Retrieval of Large-Scale Spatial Environments in the Human Brain, Neuron, Volume 104, Issue 3, 2019, Pages 611-622.e7, ISSN 0896-6273, https://doi.org/10.1016/j.neuron.2019.08.012.
Abstract
“In humans, the extent to which …
How rats explored a layered pyramid placed in a large open field?
Hagbi, Z., Dorfman, A., Blumenfeld-Lieberthal, E. et al. “It’s all in their head”: hierarchical exploration of a three-dimensional layered pyramid in rats. Anim Cogn (2019). https://doi.org/10.1007/s10071-019-01332-8
Abstract
“Wayfinding in a three-dimensional (3D) environment is intricate, and surface-bounded animals …
What’s the effect of the differences on the dynamics of the heading direction circuit of two insect species
Ioannis Pisokas, Stanley Heinze, Barbara Webb. The heading direction circuit of two insect species. bioRxiv 854521; doi: https://doi.org/10.1101/854521
Abstract
Recent studies of the Central Complex in the brain of the fruit fly Drosophila melanogaster have identified neurons with localised …
How the human brain encodes allocentric boundary and goal direction information?
Shine, J.P., Valdés-Herrera, J.P., Tempelmann, C. et al. Evidence for allocentric boundary and goal direction information in the human entorhinal cortex and subiculum. Nat Commun 10, 4004 (2019) doi:10.1038/s41467-019-11802-9
Abstract
“In rodents, cells in the medial entorhinal cortex (EC) …
How the entorhinal cortex supports landmark-based navigation and path integration?
Xiaoli Chen, Paula Vieweg, Thomas Wolbers.Computing distance information from landmarks and self-motion cues – Differential contributions of anterior-lateral vs. posterior-medial entorhinal cortex in humans. NeuroImage, Volume 202,2019, 116074, ISSN 1053-8119, https://doi.org/10.1016/j.neuroimage.2019.116074.
Abstract
“Landmarks and path integration cues are …
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 …
What are the main challenges and the future prospects of neuromorphic computing?
Roy, K., Jaiswal, A. & Panda, P. Towards spike-based machine intelligence with neuromorphic computing. Nature 575, 607–617 (2019) doi:10.1038/s41586-019-1677-2
Abstract
“Guided by brain-like ‘spiking’ computational frameworks, neuromorphic computing—brain-inspired computing for machine intelligence—promises to realize artificial intelligence while reducing the …
How the brain performs egocentric-to-allocentric transformations?
Cheng Wang, Xiaojing Chen, James J Knierim. Egocentric and allocentric representations of space in the rodent brain, Current Opinion in Neurobiology, Volume 60, 2020, Pages 12-20,https://doi.org/10.1016/j.conb.2019.11.005.
Abstract:
“Spatial signals are prevalent within the hippocampus and its neighboring regions. It …
How visual cues are integrated into the compass in the brain?
Yvette E. Fisher, Jenny Lu, Isabel D’Alessandro & Rachel I. Wilson . Sensorimotor experience remaps visual input to a heading-direction network. Nature (2019) doi:10.1038/s41586-019-1772-4
Abstract
“In the Drosophila brain, ‘compass’ neurons track the orientation of the body and head …
How the internal heading representation is linked to the sensory cues in the brain?
Kim, S.S., Hermundstad, A.M., Romani, S. et al. Generation of stable heading representations in diverse visual scenes. Nature (2019) doi:10.1038/s41586-019-1767-1
Abstract
“Many animals rely on an internal heading representation when navigating in varied environments1,2,3,4,5,6,7,8,9,10. How this representation …
How path integration is performed in the brain?
Savelli, Francesco, and James J. Knierim. “Origin and role of path integration in the cognitive representations of the hippocampus: computational insights into open questions.” Journal of Experimental Biology 222, no. Suppl 1 (2019): jeb188912.
ABSTRACT
Path integration is …
How the hippocampal spatial memory representations is maintained?
Samuel J Levy, Nathaniel R Kinsky, William Mau, David W Sullivan, Michael E Hasselmo. Hippocampal spatial memory representations in mice are heterogeneously stable. bioRxiv 843037; doi: https://doi.org/10.1101/843037
Abstract
“The population of hippocampal neurons actively coding space continually changes …
About
Brain Inspired Navigation Blog
New discovery worth spreading on brain-inspired navigation in neurorobotics and neuroscience
Recent Posts
- How brain networks connected by labile synapses store new information without catastrophically overwriting previous memories?
- How to construct general and biologically plausible integrating continuous attractor neural networks?
- What’s the coordinated mechanism for integrating allocentric, route-centered, and egocentric spatial reference frames at the network level during navigation?
- Whether stereo olfaction can enable the formation of allocentric spatial representations?
- How flexible navigation strategies emerge and evolve in freely moving non-human primates?
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