Neuromorphic electronics for robotic perception, navigation and control: A survey

Y Yang, C Bartolozzi, HH Zhang… - Engineering Applications of …, 2023 - Elsevier
Neuromorphic electronics have great potential in the emulation of the sensory, cognitive, self-
learning, and actuating functions of robots. While typically implemented in rigid silicon …

Multimodal neuromorphic sensory-processing system with memristor circuits for smart home applications

Z Dong, X Ji, G Zhou, M Gao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
To enable smart home applications, embedding home monitoring systems with different
sensors can be a feasible remedy to capture the multimodal sensory information from daily …

Neurorobots as a means toward neuroethology and explainable AI

K Chen, T Hwu, HJ Kashyap, JL Krichmar… - Frontiers in …, 2020 - frontiersin.org
Understanding why deep neural networks and machine learning algorithms act as they do is
a difficult endeavor. Neuroscientists are faced with similar problems. One way biologists …

[HTML][HTML] CNN based detectors on planetary environments: a performance evaluation

F Furlán, E Rubio, H Sossa, V Ponce - Frontiers in neurorobotics, 2020 - frontiersin.org
An essential characteristic that an exploration robot must possess is to be autonomous. This
is necessary because it will usually do its task in remote or hard-to-reach places. One of the …

Memristive circuit implementation of caenorhabditis elegans mechanism for neuromorphic computing

H Chen, Q Hong, Z Wang, C Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To overcome the energy efficiency bottleneck of the von Neumann architecture and scaling
limit of silicon transistors, an emerging but promising solution is neuromorphic computing, a …

Neuromorphic computing for autonomous racing

R Patton, C Schuman, S Kulkarni, M Parsa… - International …, 2021 - dl.acm.org
Neuromorphic computing has many opportunities in future autonomous systems, especially
those that will operate at the edge. However, there are relatively few demonstrations of …

A comprehensive review on automatic mobile robots: applications, perception, communication and control

N Ding, C Peng, M Lin, C Wu - Journal of Circuits, Systems and …, 2022 - World Scientific
In recent years, automatic mobile robots (AMRs) have been widely concerned in various
fields, such as material handling, unmanned aerial vehicle (UAV) cruise, automatic factories …

Neuromorphic vision based multivehicle detection and tracking for intelligent transportation system

G Chen, H Cao, M Aafaque, J Chen… - Journal of advanced …, 2018 - Wiley Online Library
Neuromorphic vision sensor is a new passive sensing modality and a frameless sensor with
a number of advantages over traditional cameras. Instead of wastefully sending entire …

Adaptive transition gait planning of snake robot based on polynomial interpolation method

X Liu, G Lin, W Wei - Actuators, 2022 - mdpi.com
This paper mainly studies the transition gait planning by updating the parameters of snack
robot motion control function through ROS nodes, including a straight running gait into a …

Adaptive Path Following and Locomotion Optimization of Snake‐Like Robot Controlled by the Central Pattern Generator

Z Cao, D Zhang, B Hu, J Liu - Complexity, 2019 - Wiley Online Library
This work investigates locomotion efficiency optimization and adaptive path following of
snake‐like robots in a complex environment. To optimize the locomotion efficiency, it takes …