14:46 <mkk__> S Nambi, S Ullah, A Lohana, SS Sahoo, F Merchant… - arXiv preprint arXiv …, 2020

14:46 <mkk__> The recent advances in machine learning, in general, and Artificial Neural Networks

14:46 <mkk__> [Art Scott, skywater-pdk] *[PDF]* http://scholar.google.com/scholar_url?url=https://arxiv.org/pdf/2010.12869&hl=en&sa=X&d=4448180349030422635&ei=JA6dX5jWNf2Jy9YPzpmXqAs&scisig=AAGBfm39ycwAX0R9gGPFtEni6vH_2aJBUA&nossl=1&oi=scholaralrt&hist=wfgUzPUAAAAJ:5178876304617074942:AAGBfm0-r_hTk_X08T7e4MFLvl_7wbCZMw&html=&cited-by=

14:46 <mkk__> (ANN), in particular, has made smart embedded systems an attractive option for a

14:46 <mkk__> larger number of application areas. However, the high computational complexity,

14:46 <mkk__> memory footprints, and energy requirements of machine learning models hinder their

14:46 <mkk__> deployment on resource-constrained embedded systems. Most state-of-the-art works

14:46 <mkk__> have considered this problem by proposing various low bit-width data representation …

14:46 <mkk__> •Cites: ‪Adaptive Posit: Parameter Aware Numerical Format for …‬

22:56 <mkk__> [Adrian Freed, skywater-pdk] I added data on the newly-landed OSU cells to the table here http://diychip.org/sky130/ . For those who missed the FOSSI talk, they are doing high/medium/low for different track sizes. The 18T and 15T are there now. I have linked the documentation on the cells which includes rise and fall times and power consumption numbers. The Spice models for the cells have extensive parasitic extraction.