Peaks and Valleys: How Data Segmentation Can Conserve Power and CPU Cycles in Edge AI Systems

Peaks and Valleys: How Data Segmentation Can Conserve Power and CPU Cycles in Edge AI Systems

Real-time streaming data must be carved into smaller windows for consideration by a machine learning model, how that stream is carved up can have an impact on model performance and power consumption.

Four metrics you must consider when developing TinyML systems

In this blog, we describe the important parameters in evaluating TinyML systems, explaining the correlation between the metrics and the current industry benchmark standards for TinyML

blog image Renesas Freetech ADAS/AD Seminar

瑞萨电子-福瑞泰克智能驾驶解决方案技术交流会

瑞萨电子于8月17日在福瑞泰克杭州总部举办了技术研讨会,并与福瑞泰克研发团队分享了ADAS/AD方面的产品和解决方案。

How Do You Make AI Explainable? Start with the Explanation

How Do You Make AI Explainable? Start with the Explanation

Reality AI Tools focuses on "inherent explainability" — keeping the fundamental functioning of each model conceptually accessible to the design engineer from the first steps of model construction.

RISC-V-Based ASSP EASY – The Start of a New Development Journey

RISC-V-Based ASSP EASY – The Start of a New Development Journey

The RISC-V platform continues to gain interest and momentum, the Renesas RISC-V ASSP Easy devices lower the barriers to entry with turnkey reference solutions for quick time to market.

Bias Isn’t Always Bad

Bias Isn’t Always Bad

Bias in a technical, statistical sense can be a good thing – or at least a useful thing – so long as you recognize it, understand the effect it has and manage it.

Blog image Voice kit feature

No Internet Connection for that Smart Device Design? Not a Problem with Easy-to-Deploy VUI Solutions

An overview of how Renesas’ Voice User Interface solutions for the edge and endpoint can help you easily add voice commands to your next IoT design

Want to Reduce the Cost of Data Collection for Edge AI with Sensors? Only do it once.

Want to Reduce the Cost of Data Collection for Edge AI with Sensors? Only Do It Once.

Reality AI Tools® includes functionality to monitor the status of data collection automatically, tracking consistency, quality, and coverage.

Functional Safety with Added Intelligence

Functional Safety with Added Intelligence

For the almost a decade, Renesas electronics has been an active member of several functional safety working groups and has strongly contributed to relevant functional safety standards. The current evolution of machine learning/AI and higher performance computing hardware is driving highly efficient safety solutions - whether it’s preventing systematic failures or anticipating and mitigating future risk, integration of various artificial intelligence models also a key consideration for the engineers when designing functional safety systems.

国内初!AIによる工場向け異常検知ソリューション「RealityCheck AD」の提供を開始

国内初!AIによる工場向け異常検知ソリューション「RealityCheck AD」の提供を開始

RealityCheck ADは、Realty AIのAIソフトウェアを実行するエッジノード、1つ以上のセンサー、さらに機器のモニタリングやより高度なモデルの開発を行うためのクラウド上のエンジニアリングワークステーションで構成されています。