Towards computational models and applications of insect visual systems for motion perception: A review

Q Fu, H Wang, C Hu, S Yue - Artificial life, 2019 - direct.mit.edu
Motion perception is a critical capability determining a variety of aspects of insects' life,
including avoiding predators, foraging, and so forth. A good number of motion detectors …

Motion perception based on on/off channels: a survey

Q Fu - Neural Networks, 2023 - Elsevier
Motion perception is an essential ability for animals and artificially intelligent systems
interacting effectively, safely with surrounding objects and environments. Biological visual …

A directionally selective small target motion detecting visual neural network in cluttered backgrounds

H Wang, J Peng, S Yue - IEEE transactions on cybernetics, 2018 - ieeexplore.ieee.org
Discriminating targets moving against a cluttered background is a huge challenge, let alone
detecting a target as small as one or a few pixels and tracking it in flight. In the insect's visual …

Performance of an insect-inspired target tracker in natural conditions

ZM Bagheri, SD Wiederman… - Bioinspiration & …, 2017 - iopscience.iop.org
Robust and efficient target-tracking algorithms embedded on moving platforms, are a
requirement for many computer vision and robotic applications. However, deployment of a …

Crossing the cleft: communication challenges between neuroscience and artificial intelligence

FS Chance, JB Aimone, SS Musuvathy… - Frontiers in …, 2020 - frontiersin.org
Historically, neuroscience principles have heavily influenced artificial intelligence (AI), for
example the influence of the perceptron model, essentially a simple model of a biological …

An autonomous robot inspired by insect neurophysiology pursues moving features in natural environments

ZM Bagheri, BS Cazzolato, S Grainger… - Journal of neural …, 2017 - iopscience.iop.org
Objective. Many computer vision and robotic applications require the implementation of
robust and efficient target-tracking algorithms on a moving platform. However, deployment of …

Properties of predictive gain modulation in a dragonfly visual neuron

JM Fabian, JR Dunbier, DC O'Carroll… - Journal of …, 2019 - journals.biologists.com
Dragonflies pursue and capture tiny prey and conspecifics with extremely high success
rates. These moving targets represent a small visual signal on the retina and successful …

Lateralized learning to solve complex problems

A Siddique - 2021 - openaccess.wgtn.ac.nz
Artificial intelligence systems have become proficient at linking environmental features to
targets to describe simple patterns in data. However, these systems can struggle with many …

Modeling nonlinear dendritic processing of facilitation in a dragonfly target-tracking neuron

BMB Bekkouche, PA Shoemaker, JM Fabian… - Frontiers in Neural …, 2021 - frontiersin.org
Dragonflies are highly skilled and successful aerial predators that are even capable of
selectively attending to one target within a swarm. Detection and tracking of prey is likely to …