Essays about: "Floating-Point"
Showing result 1 - 5 of 79 essays containing the word Floating-Point.
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1. The Winograd Convolution Method
University essay from KTH/Skolan för teknikvetenskap (SCI)Abstract : The convolution operation is a powerful tool which is widely used in many disciplines.Lately is has seen much use in the area of computer vision, particularly with convolutionalneural networks. For these use cases, convolutions need to be run repeatedly many timeswhich necessitates specialized hardware. READ MORE
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2. Adding Floating-point Arithmetic Support to TriCera
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Floating-point arithmetic is a widely utilized technique for approximating real numbers. When applied in safety-critical systems, it is essential to ensure that these numbers behave as they should and do not give unsuspected errors. To ensure this, the utilization of floating-point verification is needed. READ MORE
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3. Improving the Synthesis of Annotations for Partially Automated Deductive Verification
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This work investigates possible improvements to an existing annotation inference tool. The tool is part of a toolchain that aims to automate the process of software verification using formal methods. READ MORE
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4. Regularizing Vision-Transformers Using Gumbel-Softmax Distributions on Echocardiography Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This thesis introduces an novel approach to model regularization in Vision Transformers (ViTs), a category of deep learning models. It employs stochastic embedded feature selection within the context of echocardiography video analysis, specifically focusing on the EchoNet-Dynamic dataset. READ MORE
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5. Effects of Varying Precision on a FPGA using the SpMXV problem : A comparative study
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : With Moore’s Law slowing down, designing computer hardware that keeps up with the performance demands is becoming increasingly difficult. An interesting area of research is the Field Programmable Gate Array (FPGA) which is a re-programmable hardware device, and which might not be as dependent on Moore’s Law as other hardware. READ MORE