Mitigating scalability challenges in LUT-based neural networks via pruning optimisations

Xuqi Zhu, Huaizhi Zhang, JunKyu Lee +5

Modern deep neural networks heavily rely on a large number of multiply-accumulate operations, which constitute the predominant computational cost. To address this, Look-Up Table (L…