Cornell University: Building Sparse Linear Algebra Accelerators with HLS

Sparse linear algebra (SLA) operations are essential in many applications such as data analytics, graph processing, machine learning, and scientific…

The design checker flow

A hardware-centric approach to checking HLS code before synthesis

Excerpt from article: “A hardware-centric approach to checking HLS code before synthesis“ Read the entire article on TechDesignForum originally published…

Stanford University: Edge Machine Learning DNN Accelerator SoC Design Using Catapult HLS | Webinar

Stanford University: Edge Machine Learning DNN Accelerator SoC Design Using Catapult HLS | Webinar

This webinar describes the Edge Machine Learning Accelerator SoC design and verification of the systolic array-based DNN accelerator taped out by Stanford, the performance optimizations of the…

Welcome to: HLS Design & Verification Blog

Welcome to: HLS Design & Verification Blog

This blog will cover next generation High-Level Synthesis (HLS) design and verification methodologies and techniques. Actual users will be talking…

SemiEngineering: Why TinyML is Such a Big Deal

SemiEngineering: Why TinyML is Such a Big Deal

Excerpt from article: “Why TinyML is Such a Big Deal“ “If you just compile everything onto the controller, even at…

AI/ML Accelerator Tutorial: C-level Design & Verification Using HLS | Virtual Seminar

AI/ML Accelerator Tutorial: C-level Design & Verification Using HLS | Virtual Seminar

Catapult HLS (High-Level Synthesis) and C-level design and verification are reducing entire project development times by half or more in…

Convolutional Neural Network Quantization for Low-Power | Webinar

Convolutional Neural Network Quantization for Low-Power | Webinar

Inferencing for Convolutional Neural Network(s) (CNNs) is notoriously compute intensive. This makes them an ideal candidate for hardware acceleration, which…

How MatchLib and SystemC Enables Early C-level Performance Analysis and Validation in an HLS Design Flow | Webinar

How MatchLib and SystemC Enables Early C-level Performance Analysis and Validation in an HLS Design Flow | Webinar

Learn how a High-Level Synthesis (HLS) design and verification flow built around Catapult HLS can dramatically speed up the design…

SemiEngineering: Tradeoffs To Improve Performance, Lower Power

SemiEngineering: Tradeoffs To Improve Performance, Lower Power

Excerpt from article: “Tradeoffs To Improve Performance, Lower Power“ In the past, developers could just wait for the next silicon…