DocumentCode :
1205084
Title :
An ON-OFF log domain circuit that recreates adaptive filtering in the retina
Author :
Zaghloul, Kareem A. ; Boahen, Kwabena A.
Author_Institution :
Dept. of Neurosci., Univ. of Pennsylvania, Philadelphia, PA, USA
Volume :
52
Issue :
1
fYear :
2005
Firstpage :
99
Lastpage :
107
Abstract :
We introduce a new approach to synthesizing Class AB log-domain filters that satisfy dynamic differential-mode and common-mode constraints simultaneously. Whereas the dynamic differential-mode constraint imposes the desired filtering behavior, the dynamic common-mode constraint solves the zero-dc-gain problem, a shortcoming of previous approaches. Also, we introduce a novel push-pull circuit that serves as a current-splitter; it rectifies a differential signal into the ON and OFF paths in our log-domain filter. As an example, we synthesize a first-order low-pass filter, and, to demonstrate the rejection of dc signals, we implement an adaptive filter by placing this low-pass circuit in a variable-gain negative-feedback path. Feedback gain is controlled by signal energy, which is extracted simply by summing complementary ON and OFF signals-dc signals do not contribute to the signal energy nor are they amplified by the feedback. We implement this adaptive filter design in a silicon chip that draws biological inspiration from visual processing in the mammalian retina. It may also be useful in other applications that require dynamic time-constant adaptation.
Keywords :
adaptive filters; analogue integrated circuits; computer vision; current-mode circuits; eye; low-pass filters; adaptive filtering; artificial vision; class AB circuits; class AB log-domain filter synthesis; common-mode constraints; differential signal; dynamic differential-mode constraints; feedback gain; first-order low-pass filter; mammalian retina; neuromorphic engineering; on-off log domain circuit; push-pull circuit; silicon chip; variable-gain negative-feedback path; visual processing; zero-dc-gain problem; Adaptive filters; Circuit synthesis; Dynamic range; Filtering; Low pass filters; MOSFETs; Nonlinear filters; Retina; Signal processing; Voltage;
fLanguage :
English
Journal_Title :
Circuits and Systems I: Regular Papers, IEEE Transactions on
Publisher :
ieee
ISSN :
1549-8328
Type :
jour
DOI :
10.1109/TCSI.2004.840097
Filename :
1377546
Link To Document :
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