Computational Graph
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A computational graph[1] is a graph in which vertices represent units of computation. While still a nascent research field, computational graphs appear in a wide variety of fields such as data flow,[2] machine learning,[3][4] and audio signal processing.[5] Abstract syntax trees and control flow graphs can be thought of as special cases of computational graphs.
References
- ↑ Shihari, Sargur. "Computational Graphs". http://www.cedar.buffalo.edu/~srihari/CSE676/ComputationalGraphs.pdf.
- ↑ "Data flow computational models". http://www.cs.colostate.edu/cameron/dataflow.html.
- ↑ "Basic Usage | TensorFlow" (in en). https://www.tensorflow.org/get_started/basic_usage#the_computation_graph.
- ↑ "Calculus on Computational Graphs: Backpropagation -- colah's blog" (in en). https://colah.github.io/posts/2015-08-Backprop/.
- ↑ "Audio Unit Processing Graph Services - AudioToolbox | Apple Developer Documentation" (in en). https://developer.apple.com/reference/audiotoolbox/audio_unit_processing_graph_services.
