• Article  

      Exploiting data encoding and reordering for low-power streaming in systolic arrays 

      Peltekis, Christodoulos; Filippas, Dionysios; Dimitrakopoulos, Giorgos; Nicopoulos, Chrysostomos (Elsevier, 2023-10-03)
      Systolic Array (SA) architectures are well-suited for accelerating matrix multiplications through the use of a pipelined array of Processing Elements (PEs) communicating with local connections and pre-orchestrated data ...
    • Article  

      Streaming Dilated Convolution Engine 

      Filippas, Dionysios; Nicopoulos, Chrysostomos; Dimitrakopoulos, Giorgos (IEEE, 2023-01-09)
      Convolution is one of the most critical operations in various application domains and its computation should combine high performance with energy efficiency. This requirement is critical both for standard convolution and ...