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GPU-accelerated method of moments
(Dhirubhai Ambani Institute of Information and Communication Technology, 2015)
This work considers the use of commodity graphics processing units (GPUs) for accelerating run-time critical phase of method of moments (MoM) which is a widely used computational electromagnetic (CEM) technique for solving ...
Design of a Real Time Low Power Interrupt Driven Processor With Fair Scheduling
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Recent times have seen a considerable amount of growth in the processor industry. The design of a processor is mainly focussed on two aspects namely, high performance or low power. While some high-end applications require ...
Human Action Recognition Using Deep Neural Networks
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"In this thesis, we present a hierarchical approach for human action classification using 3-D Convolutional neural networks (3-D CNN). Human actions refer to
positioning and movement of hands and legs and hence can be ...
Design Of Variable Frequency Low Power Interrupt Driven Processor With Deterministic Response
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"This thesis, presents a design for real-time, low power, interrupt driven processor to monitor ambulatory patients. To achieve low power goals, a power-aware algorithm is proposed for scheduling periodic and sporadic ...
Learn Graph Laplacian for Sparse Frequency Domain Representation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Learning of graph topology plays an important role in processing structure and unstructured data which can be represented as graph signals. Graph topology for a given graph signal is not always readily available from the ...
Characterization of Realization Graphs
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Given a degree sequence d, usually it generates several different realizations belonging
to several distinct isomorphism classes. In general, the structure of an arbitrary realization cannot be known from its degree ...
Abnormal Gait Detection using Smartphone
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Gait cycle is repetitive walking pattern involving steps and strides. Difference between abnormal gait and normal gait lies between gait parameters and both are compared for prediction. We are proposing a method which is ...
Research Article Recommendation System Using LDA Topic Modeling
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"A personalised recommender system for research articles suggest research papers according to the user preferences. Many times user wants the suggestions according to his/her own interest. In this research article recommender ...
Algorithms For Computing Prime Implicates Using Distributivity And Labelled Resolution In Modal Logic
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Modal Logic is used for Knowledge Representation and Reasoning in many problems. Suppose we have a knowledge Base(KB) and a Query (Q), the question here is whether KB j= Q or not. Knowledge Compilation is one of the ...
Study of Total Graph Using Dynamic Graph Operation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2017)
"Auxiliary graphs are graphs which are used to translate one graph problem to another graph problem. Total graph is also an auxiliary graph which is used to translate the total coloring problem into the vertex coloring ...