Title :
A programmable and implantable microsystem for multimodal processing of ensemble neural recordings
Author :
Zhang, Fei ; Aghagolzadeh, Mehdi ; Oweiss, Karim
Author_Institution :
Dept. of Electr. & Comput. Eng., Michigan State Univ., East Lansing, MI, USA
fDate :
Aug. 30 2011-Sept. 3 2011
Abstract :
Conditioning raw neural signals recorded through microelectrode arrays implanted in the brain is an important first step before information extraction can take place. This paper reports on the design and implementation of a programmable and fully implantable microsystem that fulfills this purpose. The system design builds on our earlier work that relies on a sparse representation of the neural signals to combat the limited telemetry bandwidth when wireless communication with the external world is sought. The system has a multimodal processing capability to support a wide range of scenarios in real experimental conditions. A transmission link with rate-dependent compression and spike sorting strategy is shown to preserve information fidelity. At 32 channels sampled at 25 kHz, the power consumption of the system is 5.19 mW and has been implemented on a 5mm×5mm nano-FPGA, bringing its performance within the implantable power-size constraints for clinical applications.
Keywords :
bioelectric phenomena; biomedical telemetry; brain; field programmable gate arrays; medical signal processing; microelectrodes; neurophysiology; prosthetics; signal representation; FPGA; brain; conditioning raw neural signals; ensemble neural recordings; frequency 25 kHz; implantable microsystem; implantable power-size constraints; information extraction; limited telemetry bandwidth; microelectrode arrays; multimodal processing; power 5.19 mW; power consumption; programmable microsystem; rate-dependent compression; size 5 mm; sparse signal representation; spike sorting; transmission link; wireless communication; Bandwidth; Discrete wavelet transforms; Filling; Monitoring; Sorting; Wireless communication; Wireless sensor networks; Brain; Microelectrodes; Neurons; Telemetry;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6090830