Title :
An analog VLSI chip emulating polarization vision of octopus retina
Author :
Momeni, Massoud ; Titus, Albert H.
Author_Institution :
Dept. of Electr. Eng., State Univ. of New York, Buffalo, NY, USA
Abstract :
Biological systems provide a wealth of information which form the basis for human-made artificial systems. In this work, the visual system of Octopus is investigated and its polarization sensitivity mimicked. While in actual Octopus retina, polarization vision is mainly based on the orthogonal arrangement of its photoreceptors, our implementation uses a birefringent micropolarizer made of YVO4 and mounted on a CMOS chip with neuromorphic circuitry to process linearly polarized light. Arranged in an 8×5 array with two photodiodes per pixel, each consuming typically 10 μW, this circuitry mimics both the functionality of individual Octopus retina cells by computing the state of polarization and the interconnection of these cells through a bias-controllable resistive network.
Keywords :
VLSI; computer vision; neural chips; polarisation; CMOS chip; YVO/sub 4/; analog VLSI chip; bias-controllable resistive network; biological systems; birefringent micropolarizer; human-made artificial systems; neuromorphic circuitry; octopus retina cells; photoreceptors; polarization sensitivity; polarization vision; Biological systems; Birefringence; CMOS process; Circuits; Neuromorphics; Optical polarization; Photoreceptors; Retina; Very large scale integration; Visual system; Analog VLSI; Octopus retina; birefringent micropolarizer; neuromorphic CMOS; polarization vision; Algorithms; Animals; Computer Systems; Computers, Analog; Eye, Artificial; Microcomputers; Models, Neurological; Octopodiformes; Retina;
Journal_Title :
Neural Networks, IEEE Transactions on
DOI :
10.1109/TNN.2005.860865