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Listar por palabra clave "Edge processors"

Mostrando ítems 1-2 de 2

Communication-Avoiding Fusion of GEMM-Based Convolutions for Deep Learning in the RISC-V GAP8 MCU.

Ramírez-Betancourth, Cristian; Castelló, Adrián; Martínez-Pérez-Cejuela, Hector; Quintana-Ortí, Enrique S. (Institute of Electrical and Electronics Engineers, 2024-11)

[EN] Incorporating deep learning (DL) technologies to the edge is crucial for improving the security, privacy, and energy efficiency of the Internet of Things (IoT). In this scenario, the limitations of edge devices in ...
Parallel GEMM-based convolution for deep learning on multicore RISC-V processors

Ramírez-Betancourth, Cristian; Castelló, Adrián; Martínez, Héctor; Quintana-Ortí, Enrique S. (Springer-Verlag, 2024-02)

[EN] We address the efficient implementation of the convolution operator on the GAP8 parallel ultra-low power platform (PULP), a heterogeneous multi-core processor equipped with a fabric controller (FC); a cluster of eight ...

Mostrando ítems 1-2 de 2