3.37 μW/Ch modular scalable neural recording system with embedded lossless compression for dynamic power reduction

2017 Symposium on VLSI Circuits(2017)

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摘要
We report a neural recording system with embedded lossless compression using spatiotemporal correlation and sparsity of neural signals to reduce dynamic power (P d ) dissipation for data transmission in high-density neural recording systems. We could successfully compress the data rate of neural signals by a factor of 5.35 (local field potential, LFP) and 10.54 (action potential, AP), respectively. Consequently we reduced Pd consumption by 89% while achieving the state-of-the-art recording performance of 3.37 μW/Ch, 5.18 μV rms input-referred noise, and 3.41NEF 2 Vdd.
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关键词
modular scalable neural recording system,embedded lossless compression,dynamic power reduction,spatiotemporal correlation,neural signals,dynamic power dissipation,data transmission,local field potential,LFP,action potential
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