Browsing Computer Science (Theses and Dissertations) by Subject "CNN, power efficiency, multiply accumulate, arithmetic hardware circuits, ASIC, FPGA, bitslice parallel arithmetic, datapath circuits, hardware accelerators, reduced floating-point precision arithmetic, convolutional neural networks, approximate computing"
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Arbitrary Precision and Low Complexity Micro-Architectural Arithmetic Optimisations of Machine Learning Algorithms for Compute Bound and High-Performance Systems
(Trinity College Dublin. School of Computer Science & Statistics. Discipline of Computer Science, 2021)Artificial intelligence is becoming ubiquitous and pervasive in our daily lives. Machine learning (ML), a subset of Artificial intelligence (AI), supplies more accurate internet searches, voice recognition in home appliances, ...