Locally-connected 2D convolution unit for analog VLSI implementation

Hua Li; Srinivas Damalcheruvu

doi:10.1117/12.169982

2 March 1994 Locally-connected 2D convolution unit for analog VLSI implementation

Hua Li, Srinivas Damalcheruvu

Proceedings Volume 2243, Applications of Artificial Neural Networks V; (1994) https://doi.org/10.1117/12.169982
Event: SPIE's International Symposium on Optical Engineering and Photonics in Aerospace Sensing, 1994, Orlando, FL, United States

Abstract

Analog VLSI Implementation of artificial neural networks for vision applications is studied in this paper. A locally connected, regular structure for 2D convolution is proposed for high speed image processing. First, a mathematical formulation is given to map the convolution to analog computing domain. Then a system level design is performed together with the design and the testing of the basic building blocks. Experiments using real laboratory images are conducted.

Citation Download Citation

Hua Li and Srinivas Damalcheruvu "Locally-connected 2D convolution unit for analog VLSI implementation", Proc. SPIE 2243, Applications of Artificial Neural Networks V, (2 March 1994); https://doi.org/10.1117/12.169982

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