41 citations · 58 across the 4 of their papers we have counts for
4 papers
HD-CB: The First Exploration of Hyperdimensional Computing for Contextual Bandits Problems
Marco Angioli, Antonello Rosato, Marcello Barbirotta +3
Hyperdimensional Computing (HDC), also known as Vector Symbolic Architectures, is a computing paradigm that combines the strengths of symbolic reasoning with the efficiency and sca…
Efficient Implementation of LinearUCB through Algorithmic Improvements and Vector Computing Acceleration for Embedded Learning Systems
Marco Angioli, Marcello Barbirotta, Abdallah Cheikh +3
As the Internet of Things expands, embedding Artificial Intelligence algorithms in resource-constrained devices has become increasingly important to enable real-time, autonomous de…
Klessydra-T: Designing Vector Coprocessors for Multi-Threaded Edge-Computing Cores
Abdallah Cheikh, Stefano Sordillo, Antonio Mastrandrea +3
Computation intensive kernels, such as convolutions, matrix multiplication and Fourier transform, are fundamental to edge-computing AI, signal processing and cryptographic applicat…
The microarchitecture of a multi-threaded RISC-V compliant processing core family for IoT end-nodes
Abdallah Cheikh, Gianmarco Cerutti, Antonio Mastrandrea +2
Internet-of-Things end-nodes demand low power processing platforms characterized by heterogeneous dedicated units, controlled by a processor core running concurrent control threads…