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Software tool as single neural network model that learns how to segment spectrograms of birdsong into annotated syllables.
Software tool enables closed loop behavioral experiments using deep learning based markerless, real time posture detection.Closed loop behavioral experiment toolkit using pose estimation of body parts.
Open source framework for single cell characterization and visualization.Graphical user interface, standardized processing module and data structure for exploring and classifying single cells acquired using extracellular electrodes.
Provides expertise and access to instruments for study of structures and interactions of biological macromolecules such as proteins, nucleic acids, lipids, and complexes. Facility supports both discovery based research and assay development for translational applications. Offers to use equipment independently or with the help of faculty who have expertise in each method.
Open source software for customized and reproducible microscope control. Software Python package that enables control of micro-manager as well as development of customized experiments integrated with real-time image processing.
Software tool to extract relevant features from images and use time series of these features to classify whether given behavior is present in each frame of video recording.machine learning pipeline for supervised behavior classification from raw pixels. Performs action recognition ,automated behavior classification, over frames. Used for automated behavior classification to detect and track behavior over time.
Software package for MATLAB that makes motion correction, segmentation, signal extraction and dimension reduction, analysis, and visualization of calcium imaging data easy to implement. Open source toolbox for analysis of calcium imaging data.
Software Python toolbox that makes fiber photometry data analysis intuitive and light on programming.Used to measure neural activity of freely behaving animals.
MRI compatible microdrive that can precisely position electrodes without causing significant imaging artifacts.
Software tool as novel tracking algorithm that combines deep learning and background subtraction.
Statistical software platform for automated scoring of pain in mice.Software R package takes paw trajectory data in response to stimulus and provides automated scoring of pain.
3D printed device for stereotaxic viral delivery into brains of neonatal mice.Used for stable and precise stereotaxic surgery in neonatal mice.
Software Matlab based tool to visualize and analyze multimodal datasets.
Software Python pipeline for automated detection, pose estimation, and behavior classification in socially interacting mice.Used for pose estimation and behavior quantification in pairs of freely behaving mice.
Software MARS based Python pipeline used for detection, pose estimation and behavior classification in experiments of any format. Repository contains all the code you'll need to train your own version of MARS.
Open source device consists of three LED matrices that can be independently controlled via open source Arduino Uno microcontroller. Matrices of LEDs are mounted above nose pokes to examine perceptual decision making in rats. Highly modifiable LED matrices for visual stimulus presentation in behavioral studies.Designs for printing these accessory devices are available in GitHub account for the project.
Open source system built around Arduino based microcontroller for analog and digital input and synchronization combined with custom printed circuit board. Hardware and Arduino-based firmware used to synchronize experimental and electrophysiological data.
Stimulation system for auditory EEG experiments using Raspberry Pi3 B+ board, HiFiBerry audio card to enhance sound quality and trigger tone latency, and custom Python library to generate auditory stimuli.
Software MATLAB based toolbox for automated quantitative analysis of ultrasonic vocalizations. Utilizes image processing libraries to detect USVs and computational vision and machine learning algorithms to classify detected USVs. Used for analysis of ultrasonic vocalizations from mice using computer vision and machine learning.
Software R package for permutation test in linear model with nuisances variables.Used for permutation testing in regression, ANOVA, and comparison of signals.