COSIME: FeFET based Associative Memory for In-Memory Cosine Similarity Search.
Che-Kai LiuHaobang ChenMohsen ImaniKai NiArman KazemiAnn Franchesca LagunaMichael T. NiemierXiaobo Sharon HuLiang ZhaoCheng ZhuoXunzhao YinPublished in: CoRR (2022)
Keyphrases
- associative memory
- similarity search
- vector space
- storage capacity
- distance function
- auto associative
- metric space
- high dimensional
- human memory
- similarity measure
- efficient similarity search
- multimedia databases
- kohonen feature map
- high dimensional data
- query processing
- similarity searching
- euclidean distance
- indexing techniques
- neural network
- similarity queries
- knn
- nearest neighbor search
- similarity retrieval
- hash functions
- locality sensitive hashing
- cross view
- feature vectors
- triangle inequality
- efficient indexing
- databases
- machine learning
- approximate similarity search
- indexing structure
- r tree
- search algorithm
- similarity computation
- neural network model
- index structure