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SoC Packaging
This chapter deals with trends in SOC package designs, packaging processes, types, architectures, criteria for the selection of packages, and their...
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Introduction
This chapter deals with CMOS VLSI technology, complex system designs, and design challenges. It introduces the concept of a system on a chip and its...
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Introduction to 3D NAND Flash Memories
Nowadays, NAND Flash memories are in everybody’s hands, as they are the storage media used inside smartphones and tablets. At the same time NAND...
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Deep Neural Network Engines Based on Flash Technology
Artificial Neural NetworksArtificial Neural Networks (ANN) based on non-volatile memories can easily beat the equivalent full-CMOS implementation...
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Analogue In-Memory Computing with Resistive Switching Memories
In the era of pervasive artificial intelligenceArtificial intelligence (AI) (AI) and internet of things (IoT)Internet of things (IoT), achieving a...
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System on Chip (SoC) Design
This chapter has two parts. The first part deals with the introduction to system on chip (SOC) and the constituents of SoC with a few examples. The...
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Reference Designs
This chapter presents a set of design examples that can be practiced on an EDA platform. These designs are frequently used blocks in the majority of...
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SoC Constituents
This chapter deals with the major constituents of a typical system on chip (SOC) with their relevance and criteria for choosing the right cores to...
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SoC Physical Design
This chapter deals with the SOC design as a re-convergent model and the physical design of the system on chip (SOC). The process of converting the...
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Synthesis and Static Timing Analysis (STA)
This chapter has two parts. Part 1 deals with the synthesis of SOC design. It details the strategies adopted for the synthesis of different...
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Neural Networks and Deep Learning Fundamentals
In the last decade, Neural Networks (NNs) have come to the fore as one of the most powerful and versatile approaches to many machine learning tasks....
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Machine Learning for 3D NAND Flash and Solid State Drives Reliability/Performance Optimization
Solid State Drives (SSDs)Solid State Drives are the storage backbone of many applications ranging from consumer electronics up to exa-scaled data...
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VLSI Logic Design and HDL
This chapter discusses important SOC design techniques, focusing on logic design, optimization, and HDL modelling of SOC designs. The topics covered...
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SoC Design for Testability (DFT)
This chapter describes the need for design testability and design for testability (DFT) of SOC. It explains the methodology widely followed for SOC...
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SoC Physical Design Verification
This chapter deals with the physical design verification and design signoff procedures of a SOC design. The topics covered in detail are all steps...
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SoC Design Verification
This chapter deals with SOC design verification, verification plans and strategies, and verification methodologies. It defines functional simulation,...
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Accelerating Deep Neural Networks with Phase-Change Memory Devices
In this chapter, we discuss recent advances in the hardware acceleration of deep neural networks with analog memory devices. Analog memory offers...
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Introduction to Machine Learning
Machine learningMachine learning (ML) is programming computers to optimize a performance criterion using example data or past experience. We need...
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TWOPD: A Novel Approach to Teaching an Introductory Cybersecurity Course
In today’s world, technology is ubiquitous. Today’s children grow up with a lot of technology, such as phones, gaming systems, tablets and computers....
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Network System’s Vulnerability Quantification Using Multi-layered Fuzzy Logic Based on GQM
Network security is one of the crucial components of an organization’s security system. Much research has been conducted to come up with a clear-cut...