2 papers
cs.AR2025
A Bit Level Weight Reordering Strategy Based on Column Similarity to Explore Weight Sparsity in RRAM-based NN Accelerator
Weiping Yang, Shilin Zhou, Hui Xu +4
Compute-in-Memory (CIM) and weight sparsity are two effective techniques to reduce data movement during Neural Network (NN) inference. However, they can hardly be employed in the s…
cs.ET2025
Segmented Exponent Alignment and Dynamic Wordline Activation for Floating-Point Analog CIM Macros
Weiping Yang, Shilin Zhou, Hui Xu +2
With the rise of compute-in-memory (CIM) accelerators, floating-point multiply-and-accumulate (FP-MAC) operations have gained extensive attention for their higher accuracy over int…