Analog VLSI and neural systems
Analog VLSI and neural systems
Analog VLSI signal processing: why, where, and how?
Journal of VLSI Signal Processing Systems - Joint special issue on Analog VLSI computation; also see Analog Integrated Circuits Signal Process., Vol. 6, No. 1
Vision Chips
Pseudo-Resistive Networks and their Applications to Analog Collective Computation
ICANN '97 Proceedings of the 7th International Conference on Artificial Neural Networks
A 590,000 transistor 48,000 pixel, contrast sensitive, edge enhancing, CMOS imager-silicon retina
ARVLSI '95 Proceedings of the 16th Conference on Advanced Research in VLSI (ARVLSI'95)
EURASIP Journal on Applied Signal Processing
Optimal Gabor filters for texture segmentation
IEEE Transactions on Image Processing
Analog VLSI circuits as physical structures for perception in early visual tasks
IEEE Transactions on Neural Networks
Image and Vision Computing
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A low-power, CMOS retina with real-time, pixel-level processing capabilities is presented. Features extraction and edge enhancement are implemented with fully programmable 1D Gabor convolutions. An equivalent computation rate of 3 GOPs is obtained at the cost of very low-power consumption (1.5 µW per pixel), providing real-time performances (50 microseconds for overall computation, 0.5 GOPs/mW). Experimental results from the first realized prototype show a very good matching between measures and expected outputs.