Deep learning tools for the measurement of animal behavior in neuroscience
Highlights•Deep neural networks are shattering performance benchmarks in computer
vision for various tasks.•Using modern deep learning approaches (DNNs) in the lab is a …
vision for various tasks.•Using modern deep learning approaches (DNNs) in the lab is a …
Big behavioral data: psychology, ethology and the foundations of neuroscience
Behavior is a unifying organismal process where genes, neural function, anatomy and
environment converge and interrelate. Here we review the current state and discuss the …
environment converge and interrelate. Here we review the current state and discuss the …
[HTML][HTML] Assessing mouse behaviour throughout the light/dark cycle using automated in-cage analysis tools
An important factor in reducing variability in mouse test outcomes has been to develop
assays that can be used for continuous automated home cage assessment. Our experience …
assays that can be used for continuous automated home cage assessment. Our experience …
Automated long-term tracking and social behavioural phenotyping of animal colonies within a semi-natural environment
A Weissbrod, A Shapiro, G Vasserman, L Edry… - Nature …, 2013 - nature.com
Social behaviour has a key role in animal survival across species, ranging from insects to
primates and humans. However, the biological mechanisms driving natural interactions …
primates and humans. However, the biological mechanisms driving natural interactions …
Flexible auditory training, psychophysics, and enrichment of common marmosets with an automated, touchscreen-based system
Devising new and more efficient protocols to analyze the phenotypes of non-human
primates, as well as their complex nervous systems, is rapidly becoming of paramount …
primates, as well as their complex nervous systems, is rapidly becoming of paramount …
Social interactions impact on the dopaminergic system and drive individuality
Individuality is a striking feature of animal behavior. Individual animals differ in traits and
preferences which shape their interactions and their prospects for survival. However, the …
preferences which shape their interactions and their prospects for survival. However, the …
Rage Against the Machine: Advancing the study of aggression ethology via machine learning.
Rationale Aggression, comorbid with neuropsychiatric disorders, exhibits with diverse
clinical presentations and places a significant burden on patients, caregivers, and society …
clinical presentations and places a significant burden on patients, caregivers, and society …
A fully automated high-throughput training system for rodents
R Poddar, R Kawai, BP Ölveczky - PloS one, 2013 - journals.plos.org
Addressing the neural mechanisms underlying complex learned behaviors requires training
animals in well-controlled tasks, an often time-consuming and labor-intensive process that …
animals in well-controlled tasks, an often time-consuming and labor-intensive process that …
Automatic visual tracking and social behaviour analysis with multiple mice
Social interactions are made of complex behavioural actions that might be found in all
mammalians, including humans and rodents. Recently, mouse models are increasingly …
mammalians, including humans and rodents. Recently, mouse models are increasingly …
Fully automated head-twitch detection system for the study of 5-HT2A receptor pharmacology in vivo
Head-twitch behavior (HTR) is the behavioral signature of psychedelic drugs upon
stimulation of the serotonin 5-HT2A receptor (5-HT2AR) in rodents. Following the previous …
stimulation of the serotonin 5-HT2A receptor (5-HT2AR) in rodents. Following the previous …