Date of this Version
We present a silicon neuron with a dynamic, active leak that enables precise spike-timing with respect to a time-varying input signal. Our neuron models the mammalian bushy cell, which enhances the phase-locking of its acoustically driven inputs. Our model enhances phase-locking by up to 38% (quantified by vector strength) across a 60 dB range of acoustic intensities, and up to 22% over a passive leak. Its conductance-based log-domain design yields a compact and efficient circuit, fabricated in 0.25 /spl mu/m CMOS, that is an ideal timing-enhancing component for neuromorphic speech recognition systems.
Wittig, J. H., & Boahen, K. (2006). Silicon Neurons That Phase-Lock. Retrieved from https://repository.upenn.edu/be_papers/90
Date Posted: 29 August 2007
This document has been peer reviewed.