Adaptive and integrated visualization of spatiotemporal data from large-scale simulations
First Claim
1. A method for presenting data from a simulation of a network of neurons, wherein the data is presented on a display screen, comprising:
- performing a simulation utilizing a simulator comprising multiple processors;
generating spatiotemporal data samples comprising neuronal and synaptic information from the simulation of neurons, wherein each data sample has spatial coordinates with a time stamp at a specific time resolution, and wherein each data sample further comprises a tag identifying said data sample;
assembling the data samples into data streams based on a least one of a spatial relationship and tags associated with the data samples;
encoding each data stream into multiple formats by performing two-dimensional color-mapping visualization of the data samples based on spatial coordinates, time stamp and value of each data sample; and
displaying an integrated and adaptive visualization of the data streams, wherein various data streams in multiple formats are simultaneously and synchronously displayed.
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Abstract
Adaptive and integrated visualization of spatiotemporal data from large-scale simulation, is provided. A simulation is performed utilizing a simulator comprising multiple processors, generating spatiotemporal data samples from the simulation. Each data sample has spatial coordinates with a time stamp at a specific time resolution, and a tag. The data samples are assembled into data streams based on at least one of a spatial relationship and the corresponding tag. Each data stream is encoded into multiple formats, and an integrated and adaptive visualization of the data streams is displayed, wherein various data streams are simultaneously and synchronously displayed.
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Citations
16 Claims
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1. A method for presenting data from a simulation of a network of neurons, wherein the data is presented on a display screen, comprising:
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performing a simulation utilizing a simulator comprising multiple processors; generating spatiotemporal data samples comprising neuronal and synaptic information from the simulation of neurons, wherein each data sample has spatial coordinates with a time stamp at a specific time resolution, and wherein each data sample further comprises a tag identifying said data sample; assembling the data samples into data streams based on a least one of a spatial relationship and tags associated with the data samples; encoding each data stream into multiple formats by performing two-dimensional color-mapping visualization of the data samples based on spatial coordinates, time stamp and value of each data sample; and displaying an integrated and adaptive visualization of the data streams, wherein various data streams in multiple formats are simultaneously and synchronously displayed. - View Dependent Claims (2, 3, 4, 5, 6)
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7. A computer program product for presenting data from a simulation of a network of neurons, wherein the data is presented on a display screen, the computer program product comprising:
a computer usable non-transitory medium having computer readable program code embodied therewith, computer readable program code comprising; computer readable program code configured to perform a simulation utilizing a simulator comprising multiple processors; computer readable program code configured to generate spatiotemporal data samples comprising neuronal and synaptic information from the simulation of neurons, wherein each data sample has spatial coordinates with a time stamp and a specific time resolution, and wherein each data sample further comprises a tag identifying said data sample; computer readable program code configured to assemble the data samples into data streams based on a least one of a spatial relationship and tags associated with the data samples; computer readable program code configured to encode each data stream into multiple formats by performing two-dimensional color-mapping visualization of the data samples based on spatial coordinates, time stamp and value of each data sample; and computer readable program code to display an integrated and adaptive visualization of the data streams, wherein various data streams in multiple formats are simultaneously and synchronously displayed. - View Dependent Claims (8, 9, 10, 11)
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12. A system for presenting data from a simulation of a network of neurons, wherein the data is presented on a display screen, comprising:
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a simulator comprising multiple processors configured for performing a simulation and generating spatiotemporal data samples comprising neuronal and synaptic information from the simulation of neurons and storing the data samples from each processor in storage, wherein each data sample has spatial coordinates with a time stamp and a specific time resolution, and wherein each data sample further comprises a tag identifying said data sample; an encoder configured for; reading the stored data samples from different processors; assembling the data samples into data streams based on at least one of a spatial relationship and tags associated with the data samples; and encoding each data stream into multiple formats by performing two-dimensional color-mapping visualization of the data samples based on spatial coordinates, time stamp and value of each data sample; and a visualizer configured for displaying an integrated and adaptive visualization of the data streams, wherein various data streams in multiple formats are simultaneously and synchronously displayed. - View Dependent Claims (13, 14, 15, 16)
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Specification