2021
Analysis of ultrasonic vocalizations from mice using computer vision and machine learning
Fonseca A, Santana GM, Ortiz G, Bampi S, Dietrich MO. Analysis of ultrasonic vocalizations from mice using computer vision and machine learning. ELife 2021, 10: e59161. PMID: 33787490, PMCID: PMC8057810, DOI: 10.7554/elife.59161.Peer-Reviewed Original ResearchConceptsMachine learning methodsUser-defined parametersDimensionality reduction toolComputer visionComputational visionMachine learningUser inputAudio filesLearning methodsDifferential geometry approachData setsGeometry approachProbability distributionRelevant informationVisionReduction toolRobust methodSoftwareFilesLearningClassificationInformationSetNeedTool
2019
Activation of Agrp neurons modulates memory-related cognitive processes in mice
Zimmer MR, Schmitz AE, Dietrich MO. Activation of Agrp neurons modulates memory-related cognitive processes in mice. Pharmacological Research 2019, 141: 303-309. PMID: 30610962, PMCID: PMC6400640, DOI: 10.1016/j.phrs.2018.12.024.Peer-Reviewed Original ResearchConceptsMemory-related cognitive processesCognitive processesMemory-related tasksBarnes maze taskBehavioral flexibilityAgRP neuronsSpontaneous alternation behaviorMaze taskSpatial learningY-maze testStereotyped behaviorAlternation behaviorFood intakeHypothalamic AgRP neuronsTaskNeuropeptide Y receptorsChemogenetic activationY receptorsMouse behaviorAdult miceMemoryNeuronsBehaviorLearningCritical regulator