Biological underpinnings for lifelong learning machines

D Kudithipudi, M Aguilar-Simon, J Babb… - Nature Machine …, 2022 - nature.com
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …

Statistically optimal cue integration during human spatial navigation

PM Newman, Y Qi, W Mou, TP McNamara - Psychonomic Bulletin & …, 2023 - Springer
In 2007, Cheng and colleagues published their influential review wherein they analyzed the
literature on spatial cue interaction during navigation through a Bayesian lens, and …

Brain-like position measurement method based on improved optical flow algorithm

X Liu, J Tang, C Shen, C Wang, D Zhao, X Guo, J Li… - ISA transactions, 2023 - Elsevier
In this paper, a brain-like navigation scheme based on fuzzy kernel C-means (FKCM)
clustering assisted pyramid Lucas Kanade (LK) optical flow algorithm is developed to …

A review of brain-inspired cognition and navigation technology for mobile robots

Y Bai, S Shao, J Zhang, X Zhao, C Fang… - Cyborg and Bionic …, 2024 - spj.science.org
Brain-inspired navigation technologies combine environmental perception, spatial cognition,
and target navigation to create a comprehensive navigation research system. Researchers …

Toward cognitive navigation: Design and implementation of a biologically inspired head direction cell network

Z Bing, AEI Sewisy, G Zhuang, F Walter… - … on Neural Networks …, 2021 - ieeexplore.ieee.org
As a vital cognitive function of animals, the navigation skill is first built on the accurate
perception of the directional heading in the environment. Head direction cells (HDCs), found …

[HTML][HTML] Towards cognitive navigation: A biologically inspired calibration mechanism for the head direction cell network

Z Bing, D Nitschke, G Zhuang, K Huang… - Journal of Automation and …, 2023 - Elsevier
To derive meaningful navigation strategies, animals have to estimate their directional
headings in the environment. Accordingly, this function is achieved by the head direction …

Joint estimation of pose, depth, and optical flow with a competition–cooperation transformer network

X Liu, T Zhang, M Liu - Neural Networks, 2024 - Elsevier
Estimating depth, ego-motion, and optical flow from consecutive frames is a critical task in
robot navigation and has received significant attention in recent years. In this study, we …

Threat Assessment Strategy of Human-in-the-Loop Unmanned Underwater Vehicle Under Uncertain Events

X Cao, C Sun, X Wang - IEEE Transactions on Systems, Man …, 2023 - ieeexplore.ieee.org
Gls UUV is an intelligent underwater platform that can operate autonomously. However, it is
difficult for unmanned underwater vehicle (UUV) to make correct decisions timely and …

A brain-inspired compact cognitive mapping system

T Zeng, B Si - Cognitive Neurodynamics, 2021 - Springer
In many simultaneous localization and mapping (SLAM) systems, the map of the
environment grows over time as the robot explores the environment. The ever-growing map …

A theory of geometry representations for spatial navigation

T Zeng, B Si, J Feng - Progress in Neurobiology, 2022 - Elsevier
The geometric information of space, such as environment boundaries, is represented
heterogeneously across brain regions. The computational mechanisms of encoding the …