Insect-inspired AI for autonomous robots

GCHE de Croon, JJG Dupeyroux, SB Fuller… - Science robotics, 2022 - science.org
Autonomous robots are expected to perform a wide range of sophisticated tasks in complex,
unknown environments. However, available onboard computing capabilities and algorithms …

Spatial memory in insect navigation

M Collett, L Chittka, TS Collett - Current Biology, 2013 - cell.com
A wide variety of insects use spatial memories in behaviours like holding a position in air or
flowing water, in returning to a place of safety, and in foraging. The Hymenoptera, in …

Neuromorphic sequence learning with an event camera on routes through vegetation

L Zhu, M Mangan, B Webb - Science Robotics, 2023 - science.org
For many robotics applications, it is desirable to have relatively low-power and efficient
onboard solutions. We took inspiration from insects, such as ants, that are capable of …

Using an insect mushroom body circuit to encode route memory in complex natural environments

P Ardin, F Peng, M Mangan… - PLoS computational …, 2016 - journals.plos.org
Ants, like many other animals, use visual memory to follow extended routes through complex
environments, but it is unknown how their small brains implement this capability. The …

[HTML][HTML] Vertical lobes of the mushroom bodies are essential for view-based navigation in Australian Myrmecia ants

JF Kamhi, AB Barron, A Narendra - Current Biology, 2020 - cell.com
Prior to leaving home, insects acquire visual landmark information through a series of well-
choreographed walks or flights of learning [1–4]. This information allows them to pinpoint …

Neural mechanisms of insect navigation

B Webb, A Wystrach - Current Opinion in Insect Science, 2016 - Elsevier
Highlights•Visual and multimodal memory of locations could be stored in the mushroom
bodies.•Central complex provides aspatial reference frame for integration of directional …

25 years of research on the use of geometry in spatial reorientation: a current theoretical perspective

K Cheng, J Huttenlocher, NS Newcombe - Psychonomic bulletin & review, 2013 - Springer
The purpose of this article is to review and evaluate the range of theories proposed to
explain findings on the use of geometry in reorientation. We consider five key approaches …

Oscillators and servomechanisms in orientation and navigation, and sometimes in cognition

K Cheng - Proceedings of the Royal Society B, 2022 - royalsocietypublishing.org
Navigational mechanisms have been characterized as servomechanisms. A navigational
servomechanism specifies a goal state to strive for. Discrepancies between the perceived …

A decentralised neural model explaining optimal integration of navigational strategies in insects

X Sun, S Yue, M Mangan - Elife, 2020 - elifesciences.org
Insect navigation arises from the coordinated action of concurrent guidance systems but the
neural mechanisms through which each functions, and are then coordinated, remains …

The basis of navigation across species

CA Freas, K Cheng - Annual review of psychology, 2022 - annualreviews.org
Animals navigate a wide range of distances, from a few millimeters to globe-spanning
journeys of thousands of kilometers. Despite this array of navigational challenges, similar …