1 code implementation • 23 May 2024 • Jiacong Sun, Pouya Houshmand, Marian Verhelst
In-Memory Computing (IMC) has emerged as a promising paradigm for energy-efficient, throughput-efficient and area-efficient machine learning at the edge.
no code implementations • 22 Jul 2020 • Linyan Mei, Pouya Houshmand, Vikram Jain, Sebastian Giraldo, Marian Verhelst
This work introduces ZigZag, a memory-centric rapid DNN accelerator DSE framework which extends the DSE with uneven mapping opportunities, in which operands at shared memory levels are no longer bound to use the same memory levels for each loop index.
Distributed, Parallel, and Cluster Computing C.1.4; C.3; C.4