A $2.53 \mu \mathrm{W}/\text{channel}$ Event-Driven Neural Spike Sorting Processor with Sparsity-Aware Computing-In-Memory Macros

Author:

Jiang Hao1,Zheng Jiapei1,Wang Yunzhengmao1,Zhang Jinshan1,Zhu Haozhe1,Lyu Liangjian2,Chen Yingping1,Chen Chixiao1,Liu Qi1

Affiliation:

1. Frontier Institute of Chip and System, Fudan University,State Key Lab of Integrated Chips and Systems

2. School of Communication and Electronic Engineering, East China Normal University

Funder

National Natural Science Foundation of China

Chinese Academy of Sciences

Publisher

IEEE

Reference12 articles.

1. Comb-mcm: Computing-on-memory-boundary nn processor with bipolar bitwise sparsity optimization for scalable multi-chiplet-module edge machine learning;zhu;IEEE International Solid-State Circuits Conference ISSCC 2022,2022

2. A 10.8 µW Neural Signal Recorder and Processor With Unsupervised Analog Classifier for Spike Sorting

3. A 75-µW, 16-Channel Neural Spike-Sorting Processor With Unsupervised Clustering

4. An Area-Efficient 128-Channel Spike Sorting Processor for Real-Time Neural Recording With $0.175~\mu$ W/Channel in 65-nm CMOS

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