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Data acquisition types

A wide range of data acquisition methods are supported to capture various aspects of neuroscience experiments.

Table of contents

  1. Audio and Behavioral Tracking
    1. Audio
    2. Behavioral Tracking
  2. Electrophysiology
    1. Electroencephalography (EEG)
    2. Electroneurogram (ENG)
    3. Extracellular Electrophysiology
    4. Intracellular Electrophysiology
  3. Optical Imaging
    1. Fiber Photometry
    2. Miniscope Microscopy
    3. Confocal Microscopy
    4. Light Field Microscopy (LFM)
    5. Single-Photon Microscopy
    6. Two-Photon Microscopy
    7. Three-Photon Microscopy
  4. Magnetic and Functional Imaging
    1. Magnetic Resonance Imaging (MRI)
    2. Functional Magnetic Resonance Imaging (fMRI)
    3. Magnetoencephalography (MEG)
  5. Tomography and Ultrasound
    1. Computed Tomography (CT)
    2. Positron Emission Tomography (PET)
    3. Single-photon emission computed tomography (SPECT)
    4. Functional Ultrasound Imaging (fUS)
  6. General Time Series
  7. Data acquisition API access

Audio and Behavioral Tracking

Audio

Audio data acquisition captures sound recordings related to the experiment. Used in studies examining auditory processing, communication, and the effects of auditory stimuli on behavior or neural activity.

FieldDescription
FormatDigital file format (string; e.g., MP3, WAV). Determines features and compatibility
CompressionType of audio compression applied (string). Affects file size and quality
Bit depthNumber of bits per audio sample (non-negative integer; default: 8 bits). Determines dynamic range and noise level of audio
CodecAudio codec used for encoding (string). Affects compatibility and audio quality
Number of channelsNumber of separate audio channels (non-negative integer ≥ 1; default: 2). Represents audio configuration (e.g., mono, stereo)
Sampling rate (Hz)Frequency of audio sampling (floating-point number; measured in Hz). Determines temporal resolution of recording
Number of samplesTotal count of audio samples (non-negative integer). Used with sampling rate to determine duration

Behavioral Tracking

Behavioral tracking data records the movement and actions of subjects during experiments. This method monitors and records the movements or behaviors of subjects in response to specific conditions or stimuli, essential for understanding the neural basis of behavior, learning, and memory.

FieldDescription
FormatDigital video/data format (string). Determines compatibility and features
CompressionType of data compression used (string). Affects file size and quality
Frame rate (Hz)Rate of behavioral data capture (floating-point number; measured in Hz). Affects smoothness and accuracy of motion analysis
Number of framesTotal captured frames (non-negative integer). Determines recording duration
Vertical resolutionNumber of vertical pixels (non-negative integer). Affects vertical detail in tracking video
Horizontal resolutionNumber of horizontal pixels (non-negative integer). Affects horizontal detail in tracking video

Electrophysiology

Electroencephalography (EEG)

EEG data records electrical activity of the brain. The biosignals detected by EEG represent the postsynaptic potentials of pyramidal neurons in the neocortex and allocortex. It is typically non-invasive, with EEG electrodes placed along the scalp using the International 10–20 system or variations.

FieldDescription
FormatDigital file format (string; e.g., EDF, BDF). Affects compatibility with analysis software
Data-typeFormat of stored data (string; default: ‘int16’). Affects precision and size
Number of channelsCount of EEG recording channels (non-negative integer). Determines spatial coverage
Sampling rate (Hz)Sample frequency (floating-point number; default: 20000 Hz). Critical for temporal resolution
Number of samplesTotal data points per channel (non-negative integer). Defines recording duration
Least significant bit (μV/bit)Smallest detectable voltage change (floating-point number; measured in μV/bit). Affects amplitude resolution
Electrode groupsGroups of electrodes (array of objects with channels list and label). Organizes recording setup
Channel tagsChannel metadata (array of objects with tag name, channels, and groups). Enhanced data organization

Electroneurogram (ENG)

ENG data records electrical activity from peripheral nerves. An electroneurogram is a method used to visualize directly recorded electrical activity of neurons in the central nervous system (brain, spinal cord) or the peripheral nervous system (nerves, ganglions).

FieldDescription
FormatDigital file format (string). Determines data organization and software compatibility
Data-typeFormat of stored data (string; default: ‘int16’). Affects precision and storage requirements
Number of channelsCount of recording channels (non-negative integer). Determines coverage of neural tissue
Sampling rate (Hz)Sample frequency (floating-point number; default: 20000 Hz). Essential for capturing rapid neural signals
Number of samplesTotal data points per channel (non-negative integer). Determines recording duration
Least significant bit (μV/bit)Smallest detectable voltage change (floating-point number; measured in μV/bit). Critical for signal resolution
Electrode groupsGroups of electrodes (array of objects with channels list and label). Organizes recording configuration
Channel tagsChannel metadata (array of objects with tag name, channels, and groups). Enhances data organization

Extracellular Electrophysiology

Extracellular electrophysiology data records electrical activity from outside cells. In this technique, cells’ electrical signals are recorded using electrodes outside the cell. The primary advantages include ease of obtaining recordings, ability to record from numerous neurons simultaneously, and capability to record over days and weeks.

FieldDescription
FormatDigital file format (string; e.g., Binary, HDF5). Affects data organization and compatibility
Data-typeFormat of stored data (string; default: ‘int16’). Affects precision and storage requirements
Number of channelsCount of recording channels (non-negative integer). Determines spatial sampling of neural tissue
Sampling rate (Hz)Sample frequency (floating-point number; default: 20000 Hz). Critical for capturing neural spike timing
Number of samplesTotal data points per channel (non-negative integer). Defines total recording duration
Least significant bit (μV/bit)Smallest detectable voltage change (floating-point number; measured in μV/bit). Influences signal resolution
Electrode groupsGroups of electrodes (array of objects with channels list and label). Organizes recording setup
Channel tagsChannel metadata (array of objects). Includes tag name, channels, and group information

Intracellular Electrophysiology

Intracellular electrophysiology data records electrical activity from inside cells. This technique inserts a glass microelectrode into a single cell (usually a neuron) to precisely measure its electrical activity (voltages across or currents passing through the cellular membranes).

FieldDescription
FormatDigital file format (string; e.g., ABF, DAT). Determines data organization and compatibility
Data-typeFormat of stored data (string; default: ‘int16’). Determines precision and file size
Sampling rate (Hz)Sample frequency (floating-point number). Essential for capturing membrane potential changes
Number of channelsCount of recording channels (non-negative integer). Typically fewer than extracellular
Number of samplesTotal data points per channel (non-negative integer). Determines recording length
Least significant bit (μV/bit)Smallest detectable voltage change (floating-point number; measured in μV/bit). Critical for signal resolution

Optical Imaging

Fiber Photometry

Fiber photometry data records fluorescence signals from specific neural populations. It is a calcium imaging technique that captures ‘bulk’ or population-level calcium (Ca2+) activity from specific cell-types within a brain region or functional network to study neural circuits.

FieldDescription
FormatDigital format (string; e.g., CSV). Determines data organization and compatibility
CompressionData compression type (string). Affects file size and processing speed
Frame rate (Hz)Signal sampling frequency (floating-point number; measured in Hz). Critical for temporal resolution
Number of framesTotal recorded frames (non-negative integer). Determines recording duration
Laser power (mW)Excitation laser strength (floating-point number; measured in mW). Affects signal strength
Excitation wavelength (nm)Excitation light wavelength (floating-point number; measured in nm). Matches fluorophore properties

Miniscope Microscopy

Miniscope microscopy data captures neural activity in freely behaving animals using miniature microscopes. These head-mounted microscopes are light enough for mice and rats to carry without significantly interfering with behavior. They are coupled with implanted gradient-refractive-index (GRIN) lenses or cortical windows for deep and superficial brain imaging.

FieldDescription
FormatDigital format (string; e.g., AVI). Determines compatibility and features
CompressionVideo compression type (string). Affects file size and quality
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). Critical for neural dynamics
Number of framesTotal recorded frames (non-negative integer). Defines recording duration
Vertical resolutionPixels in vertical dimension (non-negative integer). Affects image detail
Horizontal resolutionPixels in horizontal dimension (non-negative integer). Determines image clarity
Laser power (mW)LED/laser illumination power (floating-point number; measured in mW). Affects image brightness
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Important for targeting

Confocal Microscopy

Confocal microscopy data captures high-resolution optical sections of samples. Most frequently called confocal laser scanning microscopy (CLSM) or laser scanning confocal microscopy (LSCM), it is an optical imaging technique that increases optical resolution and contrast using a spatial pinhole to block out-of-focus light in image formation.

FieldDescription
FormatDigital format (string; e.g., TIFF). Determines compatibility and features
CompressionData compression method (string). Affects file size and quality
Vertical resolutionNumber of pixels in vertical dimension (non-negative integer). Affects image clarity
Horizontal resolutionNumber of pixels in horizontal dimension (non-negative integer). Determines image sharpness
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). Important for time-lapse imaging
Number of framesTotal captured frames (non-negative integer). Defines recording duration
Laser power (mW)Laser illumination strength (floating-point number; measured in mW). Affects image quality
Excitation wavelength (nm)Wavelength of excitation light (floating-point number; measured in nm). Critical for fluorophore excitation
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Important for thick specimens
Voxel size (X dimension)X-axis voxel size (floating-point number; measured in μm). Affects spatial resolution
Voxel size (Y dimension)Y-axis voxel size (floating-point number; measured in μm). Impacts structural detail
Voxel size (Z dimension)Z-axis voxel size (floating-point number; measured in μm). Critical for 3D reconstruction

Light Field Microscopy (LFM)

LFM data captures 3D information in a single shot using an array of microlenses. This scanning-free 3-dimensional microscopic imaging method is based on the theory of light field, allowing sub-second (~10 Hz) large volumetric imaging ([~0.1 to 1 mm]3) with ~1 μm spatial resolution in conditions of weak scattering and semi-transparence.

FieldDescription
FormatDigital format (string; e.g., TIFF). Affects data compatibility and features
CompressionData compression method (string). Impacts file size and quality
Vertical resolutionNumber of pixels in vertical dimension (non-negative integer). Affects image detail
Horizontal resolutionNumber of pixels in horizontal dimension (non-negative integer). Impacts image clarity
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). Critical for dynamic studies
Number of framesTotal captured frames (non-negative integer). Determines acquisition duration
Laser power (mW)Laser illumination power (floating-point number; measured in mW). Affects penetration depth
Excitation wavelength (nm)Excitation light wavelength (floating-point number; measured in nm). Optimized for sample properties
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Important for thick specimens
Voxel size (X dimension)X-axis voxel size (floating-point number; measured in μm). Determines spatial resolution
Voxel size (Y dimension)Y-axis voxel size (floating-point number; measured in μm). Affects structural detail
Voxel size (Z dimension)Z-axis voxel size (floating-point number; measured in μm). Critical for 3D reconstruction

Single-Photon Microscopy

Single-photon microscopy data captures fluorescence images using single-photon excitation. This imaging technique allows for the visualization of cellular and subcellular structures in living tissue with high spatial resolution.

FieldDescription
FormatDigital format (string; e.g., TIFF). Affects compatibility
CompressionData compression method (string). Impacts file size and quality
Vertical resolutionNumber of pixels vertically (non-negative integer). Affects image detail
Horizontal resolutionNumber of pixels horizontally (non-negative integer). Impacts image clarity
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). Important for time-lapse
Number of framesTotal captured frames (non-negative integer). Determines recording length
Laser power (mW)Excitation laser strength (floating-point number; measured in mW). Critical for signal
Excitation wavelength (nm)Excitation light wavelength (floating-point number; measured in nm). Matches fluorophores
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Limited by scattering
Voxel size (X dimension)X-axis voxel size (floating-point number; measured in μm). Affects resolution
Voxel size (Y dimension)Y-axis voxel size (floating-point number; measured in μm). Determines detail
Voxel size (Z dimension)Z-axis voxel size (floating-point number; measured in μm). Important for 3D

Two-Photon Microscopy

Two-photon microscopy data captures high-resolution images of living tissue using two-photon excitation. This fluorescence imaging technique is particularly well-suited to image scattering living tissue of up to about one millimeter in thickness. Unlike traditional fluorescence microscopy, where the excitation wavelength is shorter than the emission wavelength, two-photon excitation requires simultaneous excitation by two photons with longer wavelength than the emitted light.

FieldDescription
FormatDigital format (string). Determines data organization
CompressionData compression type (string). Affects storage efficiency
Vertical resolutionNumber of pixels vertically (non-negative integer). Affects image clarity
Horizontal resolutionNumber of pixels horizontally (non-negative integer). Determines detail
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). For dynamic imaging
Number of framesTotal captured frames (non-negative integer). Recording duration
Laser power (mW)Two-photon laser power (floating-point number; measured in mW). Critical for excitation
Excitation wavelength (nm)Excitation wavelength (floating-point number; measured in nm). Typically infrared
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Superior to single-photon
Voxel size (X dimension)X-axis voxel size (floating-point number; measured in μm). Spatial resolution
Voxel size (Y dimension)Y-axis voxel size (floating-point number; measured in μm). Detail level
Voxel size (Z dimension)Z-axis voxel size (floating-point number; measured in μm). Depth resolution

Three-Photon Microscopy

Three-photon microscopy data captures high-resolution images of living tissue using three-photon excitation, allowing for deeper tissue penetration. This high-resolution fluorescence microscopy is based on nonlinear excitation effect. Different from two-photon excitation microscopy, it uses three exciting photons, with the fluorescent dyes emitting one photon whose energy is slightly smaller than three times the energy of each incident photon.

FieldDescription
FormatDigital format (string). Determines data organization
CompressionData compression type (string). Affects storage efficiency
Vertical resolutionNumber of pixels vertically (non-negative integer). Affects image detail
Horizontal resolutionNumber of pixels horizontally (non-negative integer). Determines clarity
Frame rate (Hz)Image capture frequency (floating-point number; measured in Hz). For dynamic studies
Number of framesTotal captured frames (non-negative integer). Defines recording duration
Laser power (mW)Three-photon laser power (floating-point number; measured in mW). Critical for deep imaging
Excitation wavelength (nm)Excitation wavelength (floating-point number; measured in nm). Typically far infrared
Imaging depth (μm)Maximum imaging depth (floating-point number; measured in μm). Superior penetration
Voxel size (X dimension)X-axis voxel size (floating-point number; measured in μm). Spatial resolution
Voxel size (Y dimension)Y-axis voxel size (floating-point number; measured in μm). Detail level
Voxel size (Z dimension)Z-axis voxel size (floating-point number; measured in μm). Depth resolution

Magnetic and Functional Imaging

Magnetic Resonance Imaging (MRI)

MRI data provides detailed anatomical images of the brain and body. MRI scanners use strong magnetic fields, magnetic field gradients, and radio waves to generate images of the organs in the body. Unlike computed tomography (CT) and positron emission tomography (PET) scans, MRI does not involve X-rays or ionizing radiation.

FieldDescription
FormatDigital format (string; e.g., DICOM). Data organization
CompressionCompression method (string). Storage efficiency
Frame rate (Hz)Image acquisition speed (floating-point number; measured in Hz). For dynamic studies
Number of framesTotal image frames (non-negative integer). Scan duration
Vertical resolutionVertical pixels (non-negative integer). Image detail
Horizontal resolutionHorizontal pixels (non-negative integer). Spatial clarity

Functional Magnetic Resonance Imaging (fMRI)

fMRI data measures brain activity by detecting changes in blood flow. This technique relies on the fact that cerebral blood flow and neuronal activation are coupled, allowing for the visualization of brain activity patterns during various tasks or states.

FieldDescription
FormatDigital format (string; e.g., NIfTI, DICOM). Affects compatibility
CompressionData compression method (string). Impacts file size
Frame rate (Hz)Image acquisition rate (floating-point number; measured in Hz). Temporal resolution
Number of framesTotal acquired frames (non-negative integer). Experiment duration
Vertical resolutionVertical pixels (non-negative integer). Affects image detail
Horizontal resolutionHorizontal pixels (non-negative integer). Determines image clarity

Magnetoencephalography (MEG)

MEG data records magnetic fields produced by electrical currents in the brain. It is a functional neuroimaging technique that uses very sensitive magnetometers, typically SQUIDs (superconducting quantum interference devices), while SERF (spin exchange relaxation-free) magnetometers are being investigated for future machines.

FieldDescription
FormatDigital format (string; e.g., FIFF). Data organization
CompressionData compression (string). Storage efficiency
Frame rate (Hz)Sampling frequency (floating-point number; measured in Hz). Temporal resolution
Number of framesTotal data points (non-negative integer). Recording duration

Tomography and Ultrasound

Computed Tomography (CT)

CT data provides detailed cross-sectional images of the subject. A computed tomography scan (formerly called computed axial tomography scan or CAT scan) is a medical imaging technique used to obtain detailed internal images of the body.

FieldDescription
FormatDigital format (string; e.g., DICOM). Determines compatibility
CompressionData compression method (string). Storage efficiency
Frame rate (Hz)Scan acquisition rate (floating-point number; measured in Hz). Temporal resolution
Number of framesTotal scan frames (non-negative integer). Acquisition duration
Vertical resolutionVertical pixels (non-negative integer). Image detail level
Horizontal resolutionHorizontal pixels (non-negative integer). Spatial resolution
Imaging depth (μm)Depth measurement (floating-point number; measured in μm). Penetration capability

Positron Emission Tomography (PET)

PET data provides functional images of metabolic processes in the body. This functional imaging technique uses radioactive substances known as radiotracers to visualize and measure changes in metabolic processes, blood flow, regional chemical composition, and absorption. Different tracers are used for various imaging purposes, depending on the target process within the body.

FieldDescription
FormatDigital format (string; e.g., DICOM). Data organization standard
CompressionCompression method (string). Affects storage size
Frame rate (Hz)Acquisition rate (floating-point number; measured in Hz). For dynamic studies
Number of framesTotal data frames (non-negative integer). Scan duration
Vertical resolutionVertical pixels (non-negative integer). Image detail
Horizontal resolutionHorizontal pixels (non-negative integer). Spatial clarity

Single-photon emission computed tomography (SPECT)

SPECT data provides 3D images of radioactive tracer distribution in the body. It is a nuclear medicine tomographic imaging technique using gamma rays, similar to conventional nuclear medicine planar imaging using a gamma camera (scintigraphy), but able to provide true 3D information.

FieldDescription
FormatDigital format (string; e.g., DICOM). Data structure standard
CompressionCompression method (string). File size optimization
Frame rate (Hz)Image acquisition rate (floating-point number; measured in Hz). Temporal detail
Number of framesTotal acquired frames (non-negative integer). Study duration
Vertical resolutionVertical pixels (non-negative integer). Image resolution
Horizontal resolutionHorizontal pixels (non-negative integer). Spatial detail

Functional Ultrasound Imaging (fUS)

fUS data captures brain activity through changes in blood flow using ultrasound. A medical ultrasound imaging technique for detecting or measuring changes in neural activities or metabolism, typically through measuring blood flow or hemodynamic changes. The method can be seen as an extension of Doppler imaging.

FieldDescription
FormatDigital format (string). Data organization standard
CompressionCompression type (string). Storage optimization
Frame rate (Hz)Ultrasound acquisition rate (floating-point number; measured in Hz). Temporal resolution
Number of framesTotal recorded frames (non-negative integer). Recording duration
Vertical resolutionVertical pixels (non-negative integer). Image detail
Horizontal resolutionHorizontal pixels (non-negative integer). Spatial clarity
Imaging depth (μm)Penetration depth (floating-point number; measured in μm). Tissue reach

General Time Series

General time series data represents any sequential measurements indexed by time. This format is versatile and can accommodate various types of continuous recordings that don’t fit into more specific categories.

FieldDescription
FormatDigital format (string; e.g., CSV, JSON). Determines data organization and compatibility
Data-typeFormat of stored data (string; default: ‘int16’). Affects precision and storage
Number of channelsCount of recording channels (non-negative integer). Multidimensional data streams
Sampling rate (Hz)Sample frequency (floating-point number; default: 20000 Hz). Temporal resolution
Number of samplesTotal data points per channel (non-negative integer). Recording duration
Least significant bit (μV/bit)Smallest detectable change (floating-point number; measured in μV/bit). Signal resolution
Electrode groupsGroups of channels (array of objects with channels list and label). Data organization
Channel tagsChannel metadata (array of objects with tag name and channels). Enhanced organization

Data acquisition API access

The API allows for programmable access to Data acquisition, enabling you to read, edit, and delete Data acquisition through the API. Learn more about the Data acquisition’ fields and data structure on the Data acquisition API page.