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Design Space Exploration Using Heuristic Algorithms
In the field of High Performance Computing, Field Programmable Gate Arrays are growing exponentially. The use of the High Level Synthesis Tools has resulted in an increase in the applications which are intensive in ...
Efficient Hardware Acceleration on SoC-FPGA using OpenCL
Field Programmable Gate Arrays (FPGAs) are taking over the conventional processors in the ﬁeld of High Performance computing. With the advent of FPGA architectures and High level synthesis tools, FPGAs can now be easily ...
A Spatial Optimization Approach to Finding Locations for Wildfire Fuel Treatments
Wildfires are a major concern in many parts of the world. In order to minimize the threat posed by wildfires, prior to the ignition of a wildfire forest managers use fuel management activities to modify the volume and ...
Feature Selection and Extraction - Algorithms and Applications
Feature selection is a very important process in statistics and machine learning. It removes redundant and irrelevant features and selects the most useful set of features from a given dataset. This tends to improve ...