Scalable Billion-point Approximate Nearest Neighbor Search Using {SmartSSDs}
Approximate nearest neighbor search (ANNS) in high-dimensional vector spaces has
become increasingly crucial in database and machine learning applications. Most previous …
become increasingly crucial in database and machine learning applications. Most previous …
Scalable Multi-FPGA HPC Architecture for Associative Memory System
Associative memory is a cornerstone of cognitive intelligence within the human brain. The
Bayesian confidence propagation neural network (BCPNN), a cortex-inspired model with …
Bayesian confidence propagation neural network (BCPNN), a cortex-inspired model with …
FusionANNS: An Efficient CPU/GPU Cooperative Processing Architecture for Billion-scale Approximate Nearest Neighbor Search
Approximate nearest neighbor search (ANNS) has emerged as a crucial component of
database and AI infrastructure. Ever-increasing vector datasets pose significant challenges …
database and AI infrastructure. Ever-increasing vector datasets pose significant challenges …
Multi-word Term Embeddings Improve Lexical Product Retrieval
V Shcherbakov, F Krasnov - arXiv preprint arXiv:2406.01233, 2024 - arxiv.org
Product search is uniquely different from search for documents, Internet resources or
vacancies, therefore it requires the development of specialized search systems. The present …
vacancies, therefore it requires the development of specialized search systems. The present …