Author's Latest Posts


Accelerating IoT Designs: Designing For Low Power In The Era Of Smart Everything


Most of us have become accustomed to interacting with the ubiquitous technology ecosystem daily (if not hourly). From fitness trackers, smart vacuums, and semi-autonomous vehicles to the smart home devices that wake us up every morning, there’s no denying that the internet of things (IoT) boom has proliferated in every aspect of our lives. At the core of this instant, at-our-fingertips conn... » read more

AI At The Edge: Optimizing AI Algorithms Without Sacrificing Accuracy


The ultimate measure of success for AI will be how much it increases productivity in our daily lives. However, the industry has huge challenges in evaluating progress. The vast number of AI applications is in constant churn: finding the right algorithm, optimizing the algorithm, and finding the right tools. In addition, complex hardware engineering is rapidly being updated with many different s... » read more

The Impact Of 5G On Silicon Design


5G, the next-generation of mobile broadband, is driving tremendous increases in data throughput for mobile applications by introducing carrier aggregation, massive MIMO, advanced modulation, and high bandwidth channels in the mmWave spectrum. However, 5G and its governing body, 3GPP, has very high expectations to expand its capabilities well beyond the mobile market, and move into many new area... » read more

AI & IP In Edge Computing For Faster 5G And The IoT


Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

How AI In Edge Computing Drives 5G And The IoT


Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

Building Your First Chip For Artificial Intelligence? Read This First


As artificial intelligence (AI) capabilities enter new markets, the IP selected for integration provides the critical components of the AI SoC. But beyond the IP, designers are finding a clear advantage in leveraging AI expertise, services, and tools to ensure the design is delivered on time, with a high level of quality and value to the end customer for new and innovative applications. Over... » read more

Impact Of IP On AI SoCs


The combination of mathematics and processing capability has set in motion a new generation of technology advancements with an entire new world of possibilities related to Artificial Intelligence. AI mimics human behavior using deep learning algorithms. Neural networks are what we define as deep learning, which is a subset of machine learning, which is yet a subset of AI, as shown in Figure 1. ... » read more

Bluetooth Mesh Drives Security For Automotive Applications


The use of Bluetooth technology continues to grow beyond mobile into rapidly expanding IoT and automotive applications. Consumers have grown to expect hands-free calling via Bluetooth, however, as the technology moves to other use cases such as tire pressure monitors or door lock connectivity, security becomes a key challenge to automotive SoC designers. Bluetooth-enabled devices have been a... » read more

Benefits Of Bluetooth Low Energy IP Integration Into A Single SoC


A recent Synopsys-executed user survey showed significant IoT system-on-chip (SoC) design growth from 2013 to 2015 with contributions from the new wearable IC market. Also, according to Teardown.com, in over 800 teardowns of mobile and wearable products from 2012 to 2015, wireless chips outnumbered the actual number of products, indicating multiple wireless ICs in some designs. Based on these ... » read more