A 128-channel 6 mW wireless neural recording IC with spike feature extraction and UWB transmitter

Moo Sung Chae, Zhi Yang, Mehmet R. Yuce, Linh Hoang, Wentai Liu

Research output: Contribution to journalArticlepeer-review

261 Scopus citations

Abstract

This paper reports a 128-channel neural recording integrated circuit (IC) with on-the-fly spike feature extraction and wireless telemetry. The chip consists of eight 16-channel front-end recording blocks, spike detection and feature extraction digital signal processor (DSP), ultra wideband (UWB) transmitter, and on-chip bias generators. Each recording channel has amplifiers with programmable gain and bandwidth to accommodate different types of biological signals. An analog-to-digital converter (ADC) shared by 16 amplifiers through time-multiplexing results in a balanced trade-off between the power consumption and chip area. A nonlinear energy operator (NEO) based spike detector is implemented for identifying spikes, which are further processed by a digital frequency-shaping filter. The computationally efficient spike detection and feature extraction algorithms attribute to an auspicious DSP implementation on-chip. UWB telemetry is designed to wirelessly transfer raw data from 128 recording channels at a data rate of 90 Mbit/s. The chip is realized in 0.35 μmu complementary metal-oxide-semiconductor (CMOS) process with an area of 8.8 × 7.2 mm2 and consumes 6 mW by employing a sequential turn-on architecture that selectively powers off idle analog circuit blocks. The chip has been tested for electrical specifications and verified in an ex vivo biological environment.

Original languageEnglish (US)
Pages (from-to)312-321
Number of pages10
JournalIEEE Transactions on Neural Systems and Rehabilitation Engineering
Volume17
Issue number4
DOIs
StatePublished - Aug 2009

Bibliographical note

Funding Information:
Manuscript received October 02, 2008; revised January 16, 2009; accepted March 10, 2009. First published May 08, 2009; current version published August 07, 2009. This work was supported in part by the Defense Advanced Research Projects Agency (DARPA), in part by UC-MICRO, and in part by National Semiconductor.

Keywords

  • Digital signal processing (DSP)
  • Integrated circuit (IC)
  • Low-noise amplifier
  • Neural recording system
  • Ultra-wideband (UWB)

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