33 citations · 41 across the 5 of their papers we have counts for
5 papers
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration
Jinming Zhuang, Zhuoping Yang, Shixin Ji +5
With the increase in the computation intensity of the chip, the mismatch between computation layer shapes and the available computation resource significantly limits the utilizatio…
AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP
Zhuoping Yang, Jinming Zhuang, Jiaqi Yin +3
Arbitrary-precision integer multiplication is the core kernel of many applications in simulation, cryptography, etc. Existing acceleration of arbitrary-precision integer multiplica…
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation
Alex Jones, Isaac Caswell, Ishank Saxena +1
Neural machine translation (NMT) has progressed rapidly over the past several years, and modern models are able to achieve relatively high quality using only monolingual text data,…
XDWM: A 2D Domain Wall Memory
Arifa Hoque, Alex K. Jones, Sanjukta Bhanja
Domain-Wall Memory (DWM) structures typically bundle nanowires shifted together for parallel access. Ironically, this organization does not allow the natural shifting of DWM to rea…
Virtual Coset Coding for Encrypted Non-Volatile Memories with Multi-Level Cells
Stephen Longofono, Seyed Mohammad Seyedzadeh, Alex K. Jones
PCM is a popular backing memory for DRAM main memory in tiered memory systems. PCM has asymmetric access energy; writes dominate reads. MLC asymmetry can vary by an order of magnit…