| D. Kirk, Accurate and precise computation using analog VLSI, with applications to computer graphics and neural networks, Ph.D. Thesis, California Institute of Technology, Caltech-CSTR -93-??, 1993. |
....configuration used in Gilbert multiplier to approximate a cubic term. Cochlea Lyon et al. 11] Bump amplifier used to stabilize filter circuit. Image Compression Tawel [15] Simple bump circuits used to classify pixel blocks for vector quantization. Gradient Descent Kirk, et al. [7][8] 4 input bump circuit used as target function for on chip gradient descent implementation. TABLE 1 Applications of bump circuits. CNS MEMO 26: BUMP CIRCUITS, REVISITED 9 None of these example networks incorporate longterm learning. This development awaits invention of efficient storage ....
D. Kirk, Accurate and precise computation using analog VLSI, with applications to computer graphics and neural networks, Ph.D. Thesis, California Institute of Technology, Caltech-CSTR -93-??, 1993.
....produces a potentially imperfect matrix, to be used as a rotation. The9 values are continuously adjustedover time to find the nearest true rotation matrix, based on a leastsquares metric. The constraint solution is implemented in analog VLSI circuitry; with appropriate design methodology [Kirk 93] adaptive analog VLSI is a fast, accurate, and low power computational medium. The implementation is potentially interesting to the graphics community because there is an opportunity to apply adaptive analog VLSI to many other graphics problems. CR Categories and Subject Descriptors: ....
....interest recently in using analog VLSI [Mead 89] for a variety of computational tasks. Mead and others have pursued the paradigm of using analog transistors to model components of neural systems. Related research has focused on increasing the accuracy and precision of computation with analog VLSI [Kirk 93] and on developing a design methodology for creating analog VLSI circuits which can be adjusted to perform to the desired accuracy [Kirk 91] Thesetechniquesmakeanalog VLSI more tractable for quantitative computation. This is not the first appearance of analog computation in computer graphics. ....
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Kirk, David B., "Accurate and Precise Computation using Analog VLSI, with Applications to Computer Graphics and Neural Networks," Ph.D. Thesis, California Institute of Technology, Caltech-CS-TR-93-08, June, 1993.
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