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MNIST Digits Based On Decimal Positional Number Formula

Example from Tsoutsouras et al.1 Compute number from MNIST digits based on decimal positional number formula.

Inputs

Labels given by 48 humans in response the question "What digit does this image represent?", for each of the images (included in the inputs/ directory).

Outputs

Results in a distribution of the number represented by the order of digits given by the images:

Licenses

The code is distributed with a BSD 3-Clause "New" or "Revised" License, see LICENSE.txt.

The MNIST images are copyrighted by Yann LeCun and Corinna Cortes. The MNIST dataset, which is a derivative work from original NIST datasets. MNIST dataset is made available under a Creative Commons Attribution-Share Alike 3.0 license.

Footnotes

  1. Vasileios Tsoutsouras, Orestis Kaparounakis, Bilgesu Arif Bilgin, Chatura Samarakoon, James Timothy Meech, Jan Heck, Phillip Stanley-Marbell: The Laplace Microarchitecture for Tracking Data Uncertainty and Its Implementation in a RISC-V Processor. MICRO 2021: 1254-1269 โ†ฉ

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