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Multiphysics Fusion Technology for Multi-Die Designs Explained

Unified multiphysics fusion helps multi-die teams validate earlier and sign off faster.

Automotive Executive Guide: Rethinking Automotive Development

A guide to virtualization in software-defined vehicles for automotive leaders.

Mastering AI Chip Complexity

This eBook explores AI chip design trends, challenges,
and strategies for first-pass silicon success.

AI & Machine Learning

Our AI and Machine Learning experts share insights on how AI-driven chip design and verification technologies can accelerate your productivity in delivering silicon solutions that meet stringent power, performance, and area (PPA) targets.

Stories

Writers

Top Writers

Gordon Cooper

Ron Lowman

Synopsys ARC AI Processor IP Team

UCIe Use Cases for Memory Applications in AI and HPC Systems

ARTICLE Apr 22, 2026/5 min read

ARTICLE

UCIe Use Cases for Memory Applications in AI and HPC Systems

By Aparna Tarde

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Interface IP, HPC, Data Center, Silicon IP

Emerging Narrow Precision Data Types for Embedded AI

ARTICLE Jul 17, 2025/6 min read

ARTICLE

Emerging Narrow Precision Data Types for Embedded AI

By Gordon Cooper, Markus Willems

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Achieving Seamless Interoperability with 224 Gbps SerDes

ARTICLE Jul 17, 2025/8 min read

ARTICLE

Achieving Seamless Interoperability with 224 Gbps SerDes

By Madhumita Sanyal, Diwakar Kumaraswamy

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Interface IP, HPC, Data Center, Silicon IP

Leading the Charge in High-Bandwidth Interconnects with 224G PHY IP

ARTICLE Apr 22, 2025/4 min read

ARTICLE

Leading the Charge in High-Bandwidth Interconnects with 224G PHY IP

By Magaly Sandoval-Pichardo

Tags: Data Center, AI & Machine Learning, Silicon IP Technical Bulletin, Interface IP, HPC, Data Center, Silicon IP

Synopsys Test IO to address the High-Performance Efficient Data Transmission and Testing requirements for HPC & AI Applications

ARTICLE Apr 15, 2025/4 min read

ARTICLE

Synopsys Test IO to address the High-Performance Efficient Data Transmission and Testing requirements for HPC & AI Applications

By Lakshmi Jain, Wei-Yu Ma

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Foundation IP, HPC, Data Center, Silicon IP

ARTICLE Apr 15, 2024/8 min read

ARTICLE

Generative AI for the Edge

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

AI Can See Clearly Now the Noise Has Gone - An Emerging Use-Case for Synopsys IP in Real-Time Video Enhancement

ARTICLE Apr 17, 2023/8 min read

ARTICLE

AI Can See Clearly Now the Noise Has Gone - An Emerging Use-Case for Synopsys IP in Real-Time Video Enhancement

By Oren Debbi

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Combining Neural Network Processors and DSPs to Achieve the Best AI Performance

ARTICLE Jan 17, 2023/9 min read

ARTICLE

Combining Neural Network Processors and DSPs to Achieve the Best AI Performance

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Embracing Transformers for Real-Time Vision Processing

ARTICLE Jul 18, 2022/7 min read

ARTICLE

Embracing Transformers for Real-Time Vision Processing

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

The Evolution of Neural Processing for Embedded Applications

ARTICLE Apr 17, 2022/7 min read

ARTICLE

The Evolution of Neural Processing for Embedded Applications

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Can Chips Keep Up with AI Algorithms at the Edge?

ARTICLE Apr 16, 2022/7 min read

ARTICLE

Can Chips Keep Up with AI Algorithms at the Edge?

By Ron Lowman

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Silicon IP

ARTICLE Apr 16, 2022/8 min read

ARTICLE

What Designers Need to Know About HBM3

By Brett Murdock

Tags: Multi-Die, Data Center, AI & Machine Learning, Silicon IP Technical Bulletin, Interface IP, Silicon IP

Implementing Power Efficient Facial Detection and Recognition with ARC Processors

ARTICLE Apr 19, 2021/7 min read

ARTICLE

Implementing Power Efficient Facial Detection and Recognition with ARC Processors

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Why In-Memory Computing Will Disrupt Your AI SoC Development

ARTICLE Jan 18, 2021/7 min read

ARTICLE

Why In-Memory Computing Will Disrupt Your AI SoC Development

By Ron Lowman

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Foundation IP, Processor Solutions, Silicon IP

Harnessing Machine Learning for Embedded Edge Systems

ARTICLE Jan 18, 2021/4 min read

ARTICLE

Harnessing Machine Learning for Embedded Edge Systems

By Kavitha Prasad

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Hardware Aware Training for Power-Efficient Keyword Spotting on General Purpose and Specialized Hardware

ARTICLE Jan 17, 2021/13 min read

ARTICLE

Hardware Aware Training for Power-Efficient Keyword Spotting on General Purpose and Specialized Hardware

By Aaron R. Voelker, Benjamin Morcos, Chris Eliasmith, Gurshaant Malik, Peter Blouw

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Enhance Image! Real-time Super Resolution with ARC EV Processor IP

ARTICLE Oct 19, 2020/9 min read

ARTICLE

Enhance Image! Real-time Super Resolution with ARC EV Processor IP

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Silicon IP

Selecting Memory Architectures for AI SoCs

ARTICLE Jul 20, 2020/4 min read

ARTICLE

Selecting Memory Architectures for AI SoCs

By Jamil Kawa

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Foundation IP, Silicon IP

Estimating Power Early & Accurately for Smart Vision SoCs

ARTICLE Apr 20, 2020/7 min read

ARTICLE

Estimating Power Early & Accurately for Smart Vision SoCs

By Diego Gonzalez Montes, Derya Eker

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Emulation, Energy-Efficient SoCs, Processor Solutions, Silicon IP, Verification

Using Artificial Intelligence to Harness the Coming Data Explosion

ARTICLE Apr 20, 2020/8 min read

ARTICLE

Using Artificial Intelligence to Harness the Coming Data Explosion

By Synopsys ARC High-Performance Processor Solutions Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

How AI in Edge Computing Drives 5G and the IoT

ARTICLE Jan 21, 2020/17 min read

ARTICLE

How AI in Edge Computing Drives 5G and the IoT

By Ron Lowman

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, 5G Wireless, Silicon IP

Implementing Low-Power Machine Learning for Smart IoT Applications

ARTICLE Oct 21, 2019/7 min read

ARTICLE

Implementing Low-Power Machine Learning for Smart IoT Applications

By Pieter van der Wolf

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Internet of Things, Energy-Efficient SoCs, Processor Solutions, Silicon IP

Designing Neural Network Architectures for Different Applications: From Facial Landmark Tracking to Lane Departure Warning System

ARTICLE Oct 21, 2019/7 min read

ARTICLE

Designing Neural Network Architectures for Different Applications: From Facial Landmark Tracking to Lane Departure Warning System

By YiTa Wu

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Computer Vision: From the Lab to Your Life

ARTICLE Oct 20, 2019/9 min read

ARTICLE

Computer Vision: From the Lab to Your Life

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Designing Artificial Intelligence and Security into High-Performance SSDs

ARTICLE Jul 21, 2019/6 min read

ARTICLE

Designing Artificial Intelligence and Security into High-Performance SSDs

By Synopsys ARC EM Processor IP for SSD Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Leveraging Video Games for Training Self-Driving Cars

ARTICLE Jul 21, 2019/6 min read

ARTICLE

Leveraging Video Games for Training Self-Driving Cars

By Robert Laganière

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Automotive, Silicon IP

Using Nature + Nurture to Develop Artificial Intelligence SoCs

ARTICLE Apr 22, 2019/11 min read

ARTICLE

Using Nature + Nurture to Develop Artificial Intelligence SoCs

By Ron Lowman

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Silicon IP

ARTICLE Jan 21, 2019/9 min read

ARTICLE

A Solid Foundation for AI-Powered SoCs

By Synopsys Foundation IP for AI Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Foundation IP, Processor Solutions, Silicon IP

High Accuracy Computer Vision with ISPs and Vision Processors

ARTICLE Jan 20, 2019/4 min read

ARTICLE

High Accuracy Computer Vision with ISPs and Vision Processors

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Silicon IP

Visualizing OpenVX to Optimize Vision Applications

ARTICLE Jan 19, 2019/9 min read

ARTICLE

Visualizing OpenVX to Optimize Vision Applications

By Johan Kraft

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Silicon IP

Building Efficient Deep Learning Accelerators from the Foundation Up

ARTICLE Jul 23, 2018/8 min read

ARTICLE

Building Efficient Deep Learning Accelerators from the Foundation Up

By Synopsys Foundation IP for Embedded Vision Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Foundation IP, Silicon IP

Hardware Mathematics for Artificial Intelligence

ARTICLE Jul 23, 2018/6 min read

ARTICLE

Hardware Mathematics for Artificial Intelligence

By John Swanson

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, SoC Infrastructure IP, Silicon IP

The DNA of an Artificial Intelligence SoC

ARTICLE Jul 23, 2018/7 min read

ARTICLE

The DNA of an Artificial Intelligence SoC

By Ron Lowman

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

ARTICLE Jul 23, 2018/8 min read

ARTICLE

Why AI Needs Security

By Dana Neustadter

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Security IP, Silicon IP

Augmenting Your Reality with Deep Learning

ARTICLE Jul 22, 2018/8 min read

ARTICLE

Augmenting Your Reality with Deep Learning

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Embedding Artificial Intelligence into Our Lives

ARTICLE Jan 22, 2018/8 min read

ARTICLE

Embedding Artificial Intelligence into Our Lives

By Synopsys ARC AI Processor IP Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Implementing High-Performance Deep Learning within Power Budget

ARTICLE Jan 22, 2018/7 min read

ARTICLE

Implementing High-Performance Deep Learning within Power Budget

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Easing Smart Automotive Design and Certification with High-Performance Processors for Safety-Critical Applications

ARTICLE Oct 23, 2017/8 min read

ARTICLE

Easing Smart Automotive Design and Certification with High-Performance Processors for Safety-Critical Applications

By Synopsys ARC Functional Safety Processor IP Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Automotive, Processor Solutions, Silicon IP

The Evolution of Deep Learning for ADAS Applications

ARTICLE Apr 24, 2017/10 min read

ARTICLE

The Evolution of Deep Learning for ADAS Applications

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Automotive, Processor Solutions, Silicon IP

Advanced Processors Enable Seamless Human-Machine Interfaces for Virtual Reality

ARTICLE Jan 23, 2017/4 min read

ARTICLE

Advanced Processors Enable Seamless Human-Machine Interfaces for Virtual Reality

By Synopsys ARC AI Processor IP Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Facial Expression Analysis with Deep Learning & Computer Vision

ARTICLE Jan 23, 2017/5 min read

ARTICLE

Facial Expression Analysis with Deep Learning & Computer Vision

By Gordon Cooper

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Embedding Vision in Next-Generation SoCs

ARTICLE Apr 20, 2015/6 min read

ARTICLE

Embedding Vision in Next-Generation SoCs

By Synopsys ARC EV Processor IP Team

Tags: AI & Machine Learning, Silicon IP Technical Bulletin, Processor Solutions, Silicon IP

Stories

Writers

Top Writers

Gordon Cooper

Ron Lowman

Synopsys ARC AI Processor IP Team

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Popular Content

Multiphysics Fusion Technology for Multi-Die Designs Explained

Unified multiphysics fusion helps multi-die teams validate earlier and sign off faster.

Automotive Executive Guide: Rethinking Automotive Development

A guide to virtualization in software-defined vehicles for automotive leaders.

Mastering AI Chip Complexity

This eBook explores AI chip design trends, challenges, and strategies for first-pass silicon success.

End Chat

Legal Disclaimer

This eBook explores AI chip design trends, challenges,
and strategies for first-pass silicon success.