34.3 A 22nm 64kb Lightning-Like Hybrid Computing-in-Memory Macro with a Compressed Adder Tree and Analog-Storage Quantizers for Transformer and CNNs.
An GuoXi ChenFangyuan DongJinwu ChenZhihang YuanXing HuYuanpeng ZhangJingmin ZhangYuchen TangZhican ZhangGang ChenDawei YangZhaoyang ZhangLizheng RenTianzhu XiongBo WangBo LiuWeiwei ShanXinning LiuHao CaiGuangyu SunJun YangXin SiPublished in: ISSCC (2024)
Keyphrases
- compressed data
- memory capacity
- data compression
- random access
- knowledge base
- secondary storage
- image coding
- limited memory
- data structure
- storage devices
- successive approximation
- memory storage
- tree structure
- fuzzy logic
- wavelet tree
- cache conscious
- subband
- fault diagnosis
- main memory
- data storage
- b tree
- vector quantizer
- data flow
- memory management
- virtual memory
- signal processing
- coding scheme
- flash memory
- cellular neural networks
- r tree
- data management
- compression ratio
- memory requirements