RPkNN: An OpenCL-Based FPGA implementation of the dimensionality-reduced kNN algorithm using random projection
EB Tavakoli, A Beygi, X Yao - IEEE Transactions on Very Large …, 2022 - ieeexplore.ieee.org
Due to the so-called curse of dimensionality and increase in the size of databases, there is
an ever-increasing demand for computing resources and memory bandwidth when …
an ever-increasing demand for computing resources and memory bandwidth when …
HyQA: Hybrid Near-Data Processing Platform for Embedding Based Question Answering System
S Liang, Z Yuan, Y Wang, D Xu, H Li… - … Design, Automation & …, 2024 - ieeexplore.ieee.org
An Large Language Model (LLM)-based question-answering (QA) system has gained
attention for its conversational ability. However, domain knowledge limitations, time lag, high …
attention for its conversational ability. However, domain knowledge limitations, time lag, high …
[PDF][PDF] 智能存算融合系统研究进展与发展趋势
李赫洋 - 舰船电子工程, 2023 - jc.journal.cssc709.net
摘要随着人工智能与万物互联时代的到来, 海量数据驱动的大模型应用场景和计算任务层出不穷
, 深刻改变了信息技术与装备技术的发展. 然而, 在传统的冯· 诺依曼体系结构计算系统中 …
, 深刻改变了信息技术与装备技术的发展. 然而, 在传统的冯· 诺依曼体系结构计算系统中 …