Comparisons of FIR and IIR implementations of a subtraction-based stimulus artifact rejection algorithm.
Finite impulse response (FIR) and infinite impulse response (IIR) temporal filtering techniques are investigated to assess the feasibility of very-large-scale-integrated (VLSI) implementation of a subtraction-based stimulus artifact rejection (SAR) algorithm in implantable, closed-loop neuroprostheses. The two approaches are compared in terms of their system architectures, overall performances, and the associated computational costs. Pre-recorded neural data from an Aplysia californica are used to demonstrate the functionality of the proposed implementations. Digital building blocks for an FIR-based system are also simulated in a 0.18-microm CMOS technology, showing a total power consumption of <5microW from a 1-V supply and a die area of 1.5 mm2. An IIR-based system can further reduce the required power consumption and die area.
Azin
Meysam
M
Electrical Engineering and Computer Science Department, Case Western Reserve University, Cleveland, OH 44106, USA.
Chiel
Hillel J
HJ
Mohseni
Pedram
P
D000200:Action Potentials / Q000502:physiology*; D000465:Algorithms; D000818:Animals; D001048:Aplysia / Q000502:physiology; D016477:Artifacts; D004558:Electric Stimulation / Q000379:methods*; D004568:Electrodiagnosis / Q000379:methods*; D015203:Reproducibility of Results; D012680:Sensitivity and Specificity; D012815:Signal Processing, Computer-Assisted; D013382:Subtraction Technique