Using AI to decode the behavioral responses of an insect to chemical stimuli: towards machine-animal computational technologies

SLEAP: A deep learning system for multi-animal pose tracking

(2022) Talmo D. Pereira et al.   NATURE METHODS

Learning and memory in the cricket Gryllus bimaculatus

(2022) Yukihisa Matsumoto   PHYSIOLOGICAL ENTOMOLOGY

Emerging technologies for behavioral research in changing environments

(2022) Iain D. Couzin et al.   TRENDS IN ECOLOGY & EVOLUTION

Identifying behavioral structure from deep variational embeddings of animal motion

(2022) Kevin Luxem et al.   Communications Biology

Learning on a chip: Towards the development of trainable biohybrid sensors by investigating cognitive processes in non-marine Ostracoda via a miniaturised analytical system

(2021) Donato Romano et al.   BIOSYSTEMS ENGINEERING

T-LEAP: Occlusion-robust pose estimation of walking cows using temporal information

(2021) Helena Russello et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Neural Architecture Search for 1D CNNs—Different Approaches Tests and Measurements

(2021) João Rala Cordeiro et al.   SENSORS

Pose estimation and behavior classification of broiler chickens based on deep neural networks

(2020) Cheng Fang et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

LSTM-based real-time action detection and prediction in human motion streams

(2019) Fabio Carrara et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Convolutional Neural Networks and Long Short-Term Memory for skeleton-based human activity and hand gesture recognition

(2018) Juan C. Núñez et al.   PATTERN RECOGNITION

Carpenter ants use diverse antennae sampling strategies to track odor trails

(2018) Ryan W. Draft et al.   JOURNAL OF EXPERIMENTAL BIOLOGY

DeepLabCut: markerless pose estimation of user-defined body parts with deep learning

(2018) Alexander Mathis et al.   NATURE NEUROSCIENCE

A review on animal–robot interaction: from bio-hybrid organisms to mixed societies

(2018) Donato Romano et al.   BIOLOGICAL CYBERNETICS

Fast animal pose estimation using deep neural networks

(2018) Talmo D. Pereira et al.   NATURE METHODS

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Applications of Animal Biosensors: A Review

(2015) Yunkwang Oh et al.   IEEE SENSORS JOURNAL

Cricket antennae shorten when bending (Acheta domesticus L.)

(2014) Catherine Loudon et al.   Frontiers in Physiology

Antennal pointing at a looming object in the cricket Acheta domesticus

(2013) Yoshifumi Yamawaki et al.   JOURNAL OF INSECT PHYSIOLOGY

A Genetic Algorithm Approach for Prediction of Linear Dynamical Systems

(2013) Za'er Abo-Hammour et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Solving Singular Two-Point Boundary Value Problems Using Continuous Genetic Algorithm

(2012) Omar Abu Arqub et al.   Abstract and Applied Analysis