Search for dissertations about: "Bounded memory"
Showing result 1 - 5 of 27 swedish dissertations containing the words Bounded memory.
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1. Reasoning with Bounded Cognitive Resources
Abstract : Reasoning is an essential element of intelligence. Automated reasoning in formal and symbolic systems is a major topic in computer science and artificial intelligence (AI). Programs for computer-assisted and automated theorem proving are being constructed and used by mathematicians and logicians. READ MORE
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2. Towards Asymptotic Vector Quantization
Abstract : We study topics in source coding, and vector quantization (VQ) in particular. We approach VQ from two directions: a theoretical starting point based on high rate quantization theory, and a practical based on a database desription of the signal source. READ MORE
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3. Toward Highly-efficient GPU-centric Networking
Abstract : Graphics Processing Units (GPUs) are emerging as the most popular accelerator for many applications, powering the core of Machine Learning applications and many computing-intensive workloads. GPUs have typically been consideredas accelerators, with Central Processing Units (CPUs) in charge of the mainapplication logic, data movement, and network connectivity. READ MORE
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4. Multi-LSTM Acceleration and CNN Fault Tolerance
Abstract : This thesis addresses the following two problems related to the field of Machine Learning: the acceleration of multiple Long Short Term Memory (LSTM) models on FPGAs and the fault tolerance of compressed Convolutional Neural Networks (CNN). LSTMs represent an effective solution to capture long-term dependencies in sequential data, like sentences in Natural Language Processing applications, video frames in Scene Labeling tasks or temporal series in Time Series Forecasting. READ MORE
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5. Get your priorities straight
Abstract : This thesis deals with three different aspects of queues and buffers. First, how a novel memory architecture can improve a solution to the problem of supporting a priority queue with priorities from a bounded universe. READ MORE