Corrected formatting issue of 2022 IEEE Xplore DOI listing

README.md

@@ -10,7 +10,7 @@ A few colleagues and I at MIT Lincoln Laboratory Supercomputing Center (LLSC) ha
 So far we have published three papers at the IEEE-HPEC Conference and a fourth paper has been accepted at IEEE-HPEC 2022. Each of the papers are available in IEEE Xplore and arXiv.org.  The datasets that were compiled for these papers are available here on subpages, and more fields are available as CSV files. 
 
 ### 2022: 
-A. Reuther, P. Michaleas, M. Jones, V. Gadepally, S. Samsi and J. Kepner, "AI and ML Accelerator Survey and Trends," *2022 IEEE High Performance Extreme Computing Conference (HPEC)*, 2022, pp. 1-10, \[[IEEE Xplore doi: 10.1109/HPEC55821.2022.9926331](https://doi.org/10.1109/HPEC55821.2022.9926331) \[[ArXiv.org/abs/2210.04055](https://arxiv.org/abs/2210.04055)\] \[[data](peak_2022.md)\].
+A. Reuther, P. Michaleas, M. Jones, V. Gadepally, S. Samsi and J. Kepner, "AI and ML Accelerator Survey and Trends," *2022 IEEE High Performance Extreme Computing Conference (HPEC)*, 2022, pp. 1-10, \[[IEEE Xplore doi: 10.1109/HPEC55821.2022.9926331](https://doi.org/10.1109/HPEC55821.2022.9926331)\] \[[ArXiv.org/abs/2210.04055](https://arxiv.org/abs/2210.04055)\] \[[data](peak_2022.md)\].
 
 ### 2021: 
 A. Reuther, P. Michaleas, M. Jones, V. Gadepally, S. Samsi and J. Kepner, "AI Accelerator Survey and Trends," *2021 IEEE High Performance Extreme Computing Conference (HPEC)*, 2021, pp. 1-10, \[[IEEE Xplore doi: 10.1109/HPEC49654.2021.9622867](https://doi.org/10.1109/HPEC49654.2021.9622867)\] \[[ArXiv.org/abs/2109.08957](https://arxiv.org/abs/2109.08957)\] \[[data](peak_2021.md)\].

peak_2022.md

@@ -3,7 +3,7 @@
 
 This page has a list of some of the data columns/fields that are included in the 2022 IEEE-HPEC paper: 
 
-A. Reuther, P. Michaleas, M. Jones, V. Gadepally, S. Samsi and J. Kepner, "AI and ML Accelerator Survey and Trends," *2022 IEEE High Performance Extreme Computing Conference (HPEC)*, 2022, pp. 1-10, \[[IEEE Xplore doi: 10.1109/HPEC55821.2022.9926331](https://doi.org/10.1109/HPEC55821.2022.9926331) \[[ArXiv.org/abs/2210.04055](https://arxiv.org/abs/2210.04055)\]. 
+A. Reuther, P. Michaleas, M. Jones, V. Gadepally, S. Samsi and J. Kepner, "AI and ML Accelerator Survey and Trends," *2022 IEEE High Performance Extreme Computing Conference (HPEC)*, 2022, pp. 1-10, \[[IEEE Xplore doi: 10.1109/HPEC55821.2022.9926331](https://doi.org/10.1109/HPEC55821.2022.9926331)\] \[[ArXiv.org/abs/2210.04055](https://arxiv.org/abs/2210.04055)\]. 
 
 
 For the full dataset in CSV format, please download \[[peak-accelerators-ieee-hpec-2022.csv](peak-accelerators-ieee-hpec-2022.csv)\].