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An emerging trend in system design is to implement complex system management functions in firmware (FW). This changing design scenario requires support for verifying FW in the context of its hardware (HW) environment. As shown in previous work, there is value in a unified HW-FW model for driving the verification tasks. This model can help identify specific commonly-occurring interaction patterns between...
Firmware is low-level software which can directly access hardware and is often shipped with the hardware platform. This component of the system is increasing in scale and importance, and thus firmware validation is a critical part of system validation. Firmware validation relies on the interacting hardware components which are usually not available until the late design stages. This is generally addressed...
This paper proposes two co-adaptation schemes of self-organizing maps that incorporate the Kohonen's learning into the GA evolution in an attempt to find an optimal vector quantization codebook of images. The Kohonen's learning rule used for vector quantization of images is sensitive to the choice of its initial parameters and the resultant codebook does not guarantee a minimum distortion. To tackle...
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