Charge Sharing and Charge Injection A/D Converters for Analog In-Memory Computing

التفاصيل البيبلوغرافية
العنوان: Charge Sharing and Charge Injection A/D Converters for Analog In-Memory Computing
المؤلفون: Ioannis A. Papistas, M. Caselli, Diederik Verkest, Peter Debacker, Stefan Cosemans, Arindam Mallik
المصدر: NEWCAS
بيانات النشر: IEEE, 2021.
سنة النشر: 2021
مصطلحات موضوعية: business.industry, Computer science, In-Memory Processing, Electrical engineering, Silicon on insulator, Static random-access memory, Converters, Charge injection, business, Network topology, Energy (signal processing), Charge sharing
الوصف: This paper describes the design of two A/D converters, the Charge Sharing SAR and the Charge Injection SAR, in 22 nm FD SOI technology, for Analog-in-Memory computing in machine learning (ML) applications. The former architecture matches well SRAM-based Matrix-Vector Multipliers (MVM)s, whereas the latter is suitable for integration with SOT-MRAM-based arrays. Both ADCs show remarkable energy figures and area metrics, making the topologies suitable for integration at the periphery of MVM arrays.
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::e3c6fc1e6c7a1f88d1b956fdce34f0b0
https://doi.org/10.1109/newcas50681.2021.9462775
حقوق: CLOSED
رقم الأكسشن: edsair.doi...........e3c6fc1e6c7a1f88d1b956fdce34f0b0
قاعدة البيانات: OpenAIRE