Operational Database Management Systems
Conversational AI Dialogue Systems, Conversational Agents, and Chatbots Michael McTear, Ulster University Advances in AI, particularly in deep learning, along with the availability of massive computing power and vast amounts of data, have led to...
AI for Computer Architecture. Principles, Practice, and Prospects Lizhong Chen, Oregon State UniversityDrew Penney, Oregon State UniversityDaniel Jiménez, Texas A&M University Artificial intelligence has already enabled pivotal advances in diverse fields, yet its impact on computer architecture...
The exponential growth in computational power is slowing at a time when the amount of compute consumed by state-of-the-art deep learning (DL) workloads is rapidly growing. Model size, serving latency, and power constraints are...
Algorithmic bias can affect us everywhere, from minor trivia such as our social media feeds to critical decisions where bias can wreak havoc with a person’s life dream or a company’s survival. Often specific...
Shaoshan Liu, PerceptIn Liyun Li, Xpeng Motors Jie Tang, South China University of Technology Shuang Wu, YiTu Jean-Luc Gaudiot, University of California, Irvine This book is one of the first technical overviews of autonomous vehicles written for a...
Morgan & Claypool BUY THIS BOOK Check if you have access via Synthesis Digital Library Tushar Krishna, Georgia Institute of TechnologyHyoukjun Kwon, Georgia Institute of TechnologyAngshuman Parashar, NVIDIAMichael Pellauer, NVIDIAAnanda Samajdar, Georgia Institute of Technology Modern DNNs have...
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I have asserted in past emails that our Artificial Intelligence and Machine Learning series is one of the top sources of information available to the AI/ML community. Here’s proof from an outside source. Scopus has ranked...
by Ivana Bartoletti (Author) AI has unparalleled transformative potential to reshape society but without legal scrutiny, international oversight and public debate, we are sleepwalking into a future written by algorithms which encode regressive biases into our...
Vivienne Sze, MITYu-Hsin Chen, MITTien-Ju Yang, MITJoel S. Emer, MIT and Nvidia Research This book includes background on DNN processing; a description and taxonomy of hardware architectural approaches for designing DNN accelerators; key metrics for evaluating and comparing different...