Towards Efficient SRAM-PIM Architecture Design by Exploiting Unstructured Bit-Level Sparsity

Cenlin Duan, Jianlei Yang, Yiou Wang +7

Bit-level sparsity in neural network models harbors immense untapped potential. Eliminating redundant calculations of randomly distributed zero-bits significantly boosts computatio…