Click for Inductive Solutions Resources for Visual Backpropagation (VBp)


About Visual Backpropagation
Visual Backpropagation is an open source(Apache 2.0 license), functional programming specification of backpropagation that yields a visual and transparent implementation within spreadsheets. This backpropagation implementation exploits array worksheet formulas, manual calculation, and has a sequential order of computation similar to the processing of a systolic array. The implementation uses no hidden macros nor user-defined functions; there are no loops, assignment statements, or links to any procedural programs written in conventional languages. (Other Inductive products)


Recommended citation
Freedman, Roy S. Visual Backpropagation . arXiv:1906.04011 [cs.LG] (2019).



Excel VBp Workbooks

Note: Set Spreadsheet Calculation to MANUAL.

(c) 2019 Inductive Solutions, Inc. Except as otherwise noted, the content linked on this page is licensed under the Creative Commons Attribution 4.0 License, and spreadsheet code samples are licensed under the Apache 2.0 License.