VLSI-SoC 2023: Innovations for Trustworthy Artificial Intelligence
Springer International Publishing (Verlag)
978-3-031-70946-3 (ISBN)
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This book contains revised and extended versions of a selection of papers presented at the 31st IFIP WG 10.5/IEEE International Conference on the theme of VLSI-SoC Innovations for Trustworthy Artificial Intelligence, VLSI-SoC 2023, held in Sharjah, United Arab Emirates, during October 16-18, 2023.
The 15 full papers included in this volume were carefully revised and expanded from 77 papers submitted to the conference. This edited volume has been organized into four parts: architectures; accelerators; resiliency and robustness; and security and privacy - and is representing cutting-edge research at the forefront of VLSI technology.
Architectures.- Synthesis of SFQ Circuits with Compound Gates.- Architecture-Compiler Co-Design for ReRAM-based Multi-Core CIM Architectures.- A Leap of Confidence: A Write-Intensity aware Prudent Page Migration for Hybrid Memories.- Efficient Depth Optimization in Quantum Addition and Modular Arithmetic with Ling Structure.- Accelerators.- Exploring Constrained-Modulus Modular Multipliers for Improved Area, Power and Flexibility.- Accelerating Large Kernel Convolutions with Nested Winograd Transformation.- A Unified and Energy-Efficient Depthwise Separable Convolution Accelerator.- Resiliency and Robustness .- Analyzing the Reliability of TCUs Through Micro-architecture and Structural Evaluations for Two Real Number Formats.- Advanced Quality Assurance Platform for Robust Process Design Kits.- FPGA-Implementation Techniques to Efficiently Test Application Readiness of Mixed-Signal Products.- Radiation Tolerant 14T SRAM Cell for Avionics Applications.- 3.125GS/s, 4.9 ENOB, 109 fJ/Conversion Time-Domain ADC for Backplane Interconnect.-Security and Privacy.- Enhancing HW-SW Confidentiality Verification for Embedded Processors with SoftFlow's Advanced Memory Range Feature.- Confidential Inference in Decision Trees.- Enhancing the Security of IJTAG network using Inherently Secure SIB.
| Erscheinungsdatum | 31.12.2024 |
|---|---|
| Reihe/Serie | IFIP Advances in Information and Communication Technology |
| Zusatzinfo | XII, 320 p. 170 illus., 126 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Informatik ► Software Entwicklung |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | Accelerators for Artificial Intelligence • Analog Design • Architectures • Cyber Physical Systems • Design for Test • Design for Trust • EDA • Emerging computing paradigms • In-memory computing • In-memory Computing • Integrated Circuits for Signal Processing and Communication • Integrated Circuits for Signal Processing and Communication • IOT • Logic Design • Mixed-signal Design • Network on Chip • sensors • System on chip • VLSI • VLSI circuits |
| ISBN-10 | 3-031-70946-2 / 3031709462 |
| ISBN-13 | 978-3-031-70946-3 / 9783031709463 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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