DeepEthogram, a machine learning pipeline for supervised behavior classification from raw pixels

JP Bohnslav, NK Wimalasena, KJ Clausing, YY Dai… - Elife, 2021 - elifesciences.org
Videos of animal behavior are used to quantify researcher-defined behaviors of interest to
study neural function, gene mutations, and pharmacological therapies. Behaviors of interest …

Elephants and algorithms: a review of the current and future role of AI in elephant monitoring

L Brickson, L Zhang, F Vollrath… - Journal of the …, 2023 - royalsocietypublishing.org
Artificial intelligence (AI) and machine learning (ML) present revolutionary opportunities to
enhance our understanding of animal behaviour and conservation strategies. Using …

[HTML][HTML] Vocal functional flexibility: what it is and why it matters

D Taylor, Z Clay, CD Dahl, K Zuberbühler… - Animal Behaviour, 2022 - Elsevier
Highlights•Vocal functional flexibility is fundamental to language but is overlooked.•This
ability is largely misunderstood in animal communication research.•We clarify what vocal …

The pair-r24m dataset for multi-animal 3d pose estimation

JD Marshall, U Klibaite, A Gellis, DE Aldarondo… - bioRxiv, 2021 - biorxiv.org
Understanding the biological basis of social and collective behaviors in animals is a key
goal of the life sciences, and may yield important insights for engineering intelligent multi …

Deep learning-based system for real-time behavior recognition and closed-loop control of behavioral mazes using depth sensing

A Gerós, R Cruz, F de Chaumont, JS Cardoso… - Biorxiv, 2022 - biorxiv.org
Robust quantification of animal behavior is fundamental in experimental neuroscience
research. Systems providing automated behavioral assessment are an important alternative …

Dataset Generation and Bonobo Classification from Weakly Labelled Videos

PE Martin - Proceedings of SAI Intelligent Systems Conference, 2023 - Springer
This paper presents a bonobo detection and classification pipeline built from the commonly
used machine learning methods. Such application is motivated by the need to test bonobos …

[PDF][PDF] Reclaiming the utopia: Alternate ecosystems for safeguarding human rights in the high-performance brain machine Interface era

SM Zanjani, A Ghazizadeh - Addiction, 2021 - researchgate.net
Brain-machine interface (BMI) has long been a candidate for treating neurological
conditions and for enhancing mental faculties in humans. Recently, the riveting advances in …

Vocal functional flexibility: what it is and why it matters

T Derry, Z Clay, CD Dahl… - Animal …, 2022 - durham-repository.worktribe.com
Human speech is marked by a signal–function decoupling, the capacity to produce sounds
that can fulfil a variety of functions, in contrast to nonverbal vocalizations such as laughter …

[PDF][PDF] Novel Tools for Quantification and Automatic Classification of Behavior in Laboratory Animals-Advancing Computational Ethology

AFD Gerós - 2022 - repositorio-aberto.up.pt
Body temperature variation can provide valuable information in animal-based biomedical
research. An increasingly used method for monitoring thermal changes in laboratory …