Supplemental Information Evaluating Tantalum Oxide Stoichiometry and Oxidation States for Optimal Memristor Performance Michael T. Brumbach1*, Patrick R. Mickel2, Andrew J. Lohn2, Alex Mirabal1, Michael Kalan1, James E. Stevens3, Matthew J. Marinella2 1 2 Materials Characterization and Performance Radiation Hard CMOS Technology and Advanced Device Development 3 MESAFab Operations 2 Sandia National Laboratories, Albuquerque, NM 87185, U.S.A. *mtbrumb@sandia.gov NOTES ON PEAK FITTING. Some conditions of the fitting require explanation. The Ta 4f 7/2 and 5/2 peaks of Ta5+ were not held to 4:3 area intensity ratio. This was performed since these peaks often dominated the spectral envelope. Constraints placed on the area ratio of these two intense peaks overwhelmed the fitting of the substoichiometric species at lower binding energy. Consequently, the intensity ratios for these two peaks were not fixed, but were often close to the theoretical 4:3 ratio. Sub-stoichiometric peaks were given a Gaussian/Lorenztian (70/30) lineshape with fixed FWHM. 1 Carbon Atomic Concentration (%) 30 27 24 21 18 15 12 9 6 3 35 30 25 20 15 10 5 0 0 1 2 3 4 5 6 7 Wafer Number 31 27 25 wafer 1 23 21 19 29 27 25 wafer 2 23 21 19 0 6 12 18 24 Diced Sample # Across Wafer 30 6 12 18 24 Diced Sample # Across Wafer wafer 4 23 21 19 6 12 18 24 Diced Sample # Across Wafer 30 wafer 3 23 21 6 12 18 24 Diced Sample # Across Wafer 30 31 29 27 25 wafer 5 23 21 19 0 25 0 Carbon Atomic Concentration (%) 25 Carbon Atomic Concentration (%) 27 27 30 31 29 29 19 0 31 Carbon Atomic Concentration (%) 31 Carbon Atomic Concentration (%) 29 Carbon Atomic Concentration (%) Carbon Atomic Concentration (%) 31 29 27 25 wafer 6 23 21 19 0 6 12 18 24 Diced Sample # Across Wafer 30 0 6 12 18 24 Diced Sample # Across Wafer 30 Figure SI.1. Carbon concentration is shown for Wafers 1 through Wafer 6. The more oxidized TaOx thin films tended to show lower carbon levels than the more metallic-like thin films. Also shown is the carbon concentration across each respective wafer. There did not appear to be any systematic trends in carbon content across a given wafer. 2 Sandia National Laboratories is a multi-program laboratory managed and operated by Sandia Corporation, a wholly owned subsidiary of Lockheed Martin Corporation, for the U.S. Department of Energy's National Nuclear Security Administration under contract DE-AC04-94AL85000. 3