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We cast anomalous change detection as a binary classification problem, and use a support vector machine (SVM) to build a detector that does not depend on assumptions about the underlying data distribution. To speed up the computation, our SVM is implemented, in part, on a graphical processing unit. Results on real and simulated anomalous changes are used to compare performance to algorithms which...
Many DSP, image and video processing applications use finite impulse response (FIR) filters as basic computing blocks. Our paper introduces an efficient dynamically reconfigurable FIR system that can adapt the number of filter coefficients, and their values, in real time. Here, dynamic reconfiguration is used to switch between different, pre-computed, fixed-point realizations of different digital...
We describe a dynamically reconfigurable image processing system that reaches real time video processing performances despite reconfiguration time overhead. The system is composed of reconfigurable pixel processing units set to process several pixels in parallel. We present a scheme for optimizing a LUT-based architecture by directly mapping it into the Xilinx FPGA CLB primitives. Internally controlled...
The following paper describes the results of ionizing dose rate investigations into upset, supply photocurrent, latch-up, and burnout susceptibility of the Xilinx Virtex IV XC4VFX12. All investigations were performed on a commercial version of the device. The maximum no-upset dose rate was 2.8times108 rad(Si)/s. Photocurrent amplitudes as a function of dose rate were recorded.
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