Search results
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Title
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Advancing Highway Safety: Embedded-Edge AI for Real-Time Applications
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Author
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Katariya, Vinit Amrutlal
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Date Created
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2023
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Subjects--Topical
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Electrical engineering, Computer engineering, Transportation
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Description
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This dissertation presents the systematic design and development of datasets, algorithms, and an AI pipeline specifically curated for real-time trajectory prediction and anomaly detection in highway environments. These innovations are meticulously...
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Title
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Algorithmic Optimization of First Convolution Layer in CNNs for Hardware Accelerator Design
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Author
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Chamarthi, Ramachandra Vikas
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Date Created
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2019
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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This thesis proposes "1D Convolution replacement layer ", a novel optimization for first convolution layer in CNN. This optimization enables edge friendly streaming accelerator design with a minimum drop in accuracy. This optimization reduces the ...
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Title
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Best Practices for Building Hardware Designs for Living Computational Science Applications
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Author
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Pottathuparambil, Robin
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Date Created
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2013
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Subjects--Topical
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Electrical engineering, Computer engineering
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Description
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Scientific computing or Computational science, is a field of study where engineers and scientists use computer simulations to solve equations that model the physical world. In some cases, these equations come from the first principles of physics. ...
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Title
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CONTINUUM ROBOT MANIPULATION
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Author
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Li, Jinglin
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Date Created
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2015
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Description
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Unlike conventional robotic manipulators, continuum manipulators are inspired by invertebrate structures found in nature, such as octopus arms and elephant trunks. The shape of a continuum manipulator can continuously deform via changing the contr...
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Title
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CONTINUUM ROBOT MANIPULATION
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Author
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Li, Jinglin
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Date Created
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2015
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Description
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Unlike conventional robotic manipulators, continuum manipulators are inspired by invertebrate structures found in nature, such as octopus arms and elephant trunks. The shape of a continuum manipulator can continuously deform via changing the contr...
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Title
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CONTINUUM ROBOT MANIPULATION
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Author
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Li, Jinglin
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Date Created
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2015
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Subjects--Topical
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Robotics
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Description
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Unlike conventional robotic manipulators, continuum manipulators are inspired by invertebrate structures found in nature, such as octopus arms and elephant trunks. The shape of a continuum manipulator can continuously deform via changing the contr...
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Title
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Design of Fault Tolerant Systems
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Author
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Walker, Benjamin
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Date Created
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2012
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Description
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This research designs a Fault Tolerant Control (FTC) approach that compensates for both actuator and sensor faults by using multiple observers. This method is shown to work for both linear time-variant and linear time-invariant systems. This work ...
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Title
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Design of Fault Tolerant Systems
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Author
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Walker, Benjamin
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Date Created
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2012
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Subjects--Topical
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Electrical engineering
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Description
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This research designs a Fault Tolerant Control (FTC) approach that compensates for both actuator and sensor faults by using multiple observers. This method is shown to work for both linear time-variant and linear time-invariant systems. This work ...
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Title
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Enabling Architecture Research on GPU Simulator for Deep Learning Applications
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Author
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Nikam, Abhishek
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Date Created
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2018
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Subjects--Topical
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Computer engineering
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Description
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Deep learning uses stacks of multiple processing layers to learn representations of data with different levels of abstraction. It enables machines to have the understanding of outer environment just like the human body, opening a path for diverse ...