Radiation-Hard Smart-Pixel Detector ASIC ReadOut with Digital AI in 28nm
2024
Benjamin Parpillon, A. Badea, Chinar Syal, Corrinne Mills, D. Berry, Farah Fahim, Giuseppe Di Guglielmo, J. Dickinson, J. Yoo, James Hirschauer, K. F. Di Petrillo, L. Gray, Manuel Blanco Valentín, M. Swartz, Nhan Viet Tran, P. Maksimovic
Abstract
Study analog/hybrid AI/ML algorithm that can be distributed throughout the detector Analog edge processing algorithm Compression (or featurization) Train algorithms to extract real time physics data Read this information out instead of raw (filtered data)
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