Autores
Villa Vargas Luis Alfonso
Ramírez Salinas Marco Antonio
Alemán Arce Miguel Ángel
Título A RISCV Lagarto Microprocessor for AI Edge Computing
Tipo Congreso
Sub-tipo Memoria
Descripción 2024 IEEE International Autumn Meeting on Power, Electronics and Computing, ROPEC 2024
Resumen It seemed that the 4th Industrial Revolution was creating a long-term discourse as a main actor in the industrial sector, however Artificial Intelligence AI has left it in the background. AI is being a disruptive revolution in all sectors of activity, creating very high economic values. It is a technology highly dependent on data, which has currently driven other technological waves to provide it, such as the Internet of Things IoT, 5G technology, also the Cloud and high performance microprocessors to process it. In this work we assume that the information processing model is Edge Computing, that is, the processing is carried out in the same place where the data is produced. To do this, we designed the Lagarto architecture, an embedded microprocessor, based on the ISA RISCV, with the capacity to execute Artificial Intelligence models. Our results show that in industrial processes where decisions have to be made in situ, using artificial intelligence models, microprocessors such as Lagarto provide the performance required for decision making, offering an IPC of one instruction each two clock cycles © 2024 IEEE.
Observaciones DOI 10.1109/ROPEC62734.2024.10877105
Lugar Ixtapa
País Mexico
No. de páginas
Vol. / Cap.
Inicio 2024-11-11
Fin 2024-11-13
ISBN/ISSN 10.1109/ROPEC62734.2