Essays about: "Artifical Neural Networks"
Showing result 1 - 5 of 15 essays containing the words Artifical Neural Networks.
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1. Trainable Region of Interest Prediction: Hard Attention Framework for Hardware-Efficient Event-Based Computer Vision Neural Networks on Neuromorphic Processors
University essay from Lunds universitet/Institutionen för elektro- och informationsteknikAbstract : Neuromorphic processors are a promising new type of hardware for optimizing neural network computation using biologically-inspired principles. They can effectively leverage information sparsity such as in images from event-based cameras, and are well-adapted to processing event-based data in an energy-efficient fashion. READ MORE
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2. A machine learning approach leveraging technical- and sentiment analysis to forecast price movements in major crypto currencies
University essay from KTH/Matematik (Avd.)Abstract : This paper uses a back-propagating neural network (BPN) to predict the price movements of major crypto currencies, leveraging technical factors as well as measurements of collective sentiment derived from the micro-blogging network Twitter. Our dataset consists of daily, hourly and minutely price levels for Bitcoin, Ether and Litecoin along with 8 popular technical indicators, as well as all tweets with the currencies' cash tags during respective time periods. READ MORE
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3. Object detection for autonomous trash and litter collection
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Trashandlitter discarded on the street is a large environmental issue in Sweden and across the globe. In Swedish cities alone it is estimated that 1.8 billion articles of trash are thrown to the street each year, constituting around 3 kilotons of waste. One avenue to combat this societal and environmental problem is to use robotics and AI. READ MORE
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4. Predicting Coherent Turbulent Structures with Artificial Neural Networks
University essay from KTH/Matematik (Avd.)Abstract : Turbulent flow is widespread in many applications, such as airplanes or cars. Such flow is characterized by being highly chaotic and impossible to predict far into the future. In turbulent flow, there exist regions that have different properties compared to neighboring flow; these regions are called coherent turbulent structures. READ MORE
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5. Evaluating the quality of 3D character animation produced by artificial neural networks : A user study
University essay fromAbstract : Background. In recent years the use of Artifical Neural Networks(ANN) to generate character animations have expanded rapidly. However comparisons of the perceived realism and quality of these new approaches when compared to the results of a traditional pipeline have been lacking or non-existent. Objectives. READ MORE
