Browsing Engineering (Faculty of) by Subject "Neural Network"
Now showing items 1-5 of 5
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Deep Learning 3D Scans for Footwear Fit Estimation from a Single Depth Map
(University of Waterloo, 2018-01-02)In clothing and particularly in footwear, the variance in the size and shape of people and of clothing poses a problem of how to match items of clothing to a person. This is specifically important in footwear, as fit is ... -
Electrocorticographic Features and Classification of Intracranial Glioma
(University of Waterloo, 2021-03-23)During surgical resection of tumorous intracranial tissue in the human brain, different methods are used to locate the boundaries of the tumorous tissue because maximal resection of the tumorous tissue has been associated ... -
Hardware Implementation of Soft Computing Approaches for an Intelligent Wall-following Vehicle
(University of Waterloo, 2007-05-18)Soft computing techniques are generally well-suited for vehicular control systems that are usually modeled by highly nonlinear differential equations and working in unstructured environment. To demonstrate their applicability, ... -
Implementing FPGA-optimized Systolic Arrays using 2D Knapsack and Evolutionary Algorithms
(University of Waterloo, 2022-01-25)Underutilization of FPGA resources is a significant challenge in deploying FPGAs as neural network accelerators. We propose an FPGA-optimized systolic array architecture improving the CNN inference throughput by orders ... -
Smart PEV Charging Station Operation and Design Considering Distribution System Impact
(University of Waterloo, 2016-08-30)Penetration of plug-in electric vehicles (PEVs) into the market is expected to be large in the near future. Also, as stated by the Ontario Ministry of Transportation, the province is investing $20 million from Ontario's ...