Neuromorphic Computing: Challenges, Opportunities Including Materials, Algorithms, Devices & Ethics


This new research paper titled "2022 roadmap on neuromorphic computing and engineering" is from numerous researchers at Technical University of Denmark, Instituto de Microelectrónica de Sevilla, CSIC, University of Seville, and many others. Partial Abstract: "The aim of this roadmap is to present a snapshot of the present state of neuromorphic technology and provide an opinion on the chall... » read more

Risks Rise As Robotic Surgery Goes Mainstream


As robotic-assisted surgery moves into the mainstream, so do concerns about security breaches, latency, and system performance. In the operating room, every second is critical, and technology failures or delays can be life-threatening. Robotic-assisted surgery (RAS) has around for a couple decades, but it is becoming more prevalent and significantly more complex. The technology often include... » read more

Kria KR260 Robotics Starter Kit: Unleashing Roboticists Through Hardware Acceleration


The Kria™ KR260 Robotics Starter Kit is a Kria SOM-based development platform for robotics and factory automation applications. It enables roboticists and industrial developers without FPGA expertise to develop hardware accelerated applications for robotics, machine vision, industrial communications and control. Developers benefit with greater flexibility from native ROS 2 (Humble Hawksb... » read more

New Robots Require New Ways To Think About Processors


We’re on the cusp of a revolution in robots. After years of relatively moderate growth, sales of commercial and industrial robots are slated to grow by 25% to 35% per year over the next decade, according to Boston Consulting Group, and could reach $260 billion by 2030 to meet the demands of manufacturers, retailers and others to streamline supply chains, enhance safety and boost productivity.... » read more

Robots Become More Useful In Factories


Most people associate factory automation with large robotic machines, such as those that weld automobile chassis on assembly lines. But as prices drop and technology improves, robots are being deployed for smaller and more varied tasks, and they are getting better at all of them. Inside of factories, robots can significantly improve output, consistency, and reliability. They can work around ... » read more

Data Association Between Perception and V2V Communication Sensors


Abstract: "The connectivity between vehicles, infrastructure, and other traffic participants brings a new dimension to automotive safety applications. Soon all the newly produced cars will have Vehicle to Everything (V2X) communication modems alongside the existing Advanced Driver Assistant Systems (ADAS). It is essential to identify the different sensor measurements for the same targets (... » read more

Benchmarking Highly Parallel Hardware for Spiking Neural Networks in Robotics


Abstract: "Animal brains still outperform even the most performant machines with significantly lower speed. Nonetheless, impressive progress has been made in robotics in the areas of vision, motion- and path planning in the last decades. Brain-inspired Spiking Neural Networks (SNN) and the parallel hardware necessary to exploit their full potential have promising features for robotic applica... » read more

Development Of Distributed Intelligent Systems With The Robot Operating System


Networked robotic systems are increasingly prevalent. In addition to industrial robotics now firmly ensconced in manufacturing, applications are also being developed in the areas of logistics, medical technology, and even unmanned aerial vehicles (UAV) and unmanned underwater vehicles (UUV). In general, robotic systems are still centrally controlled by a PLC based on statically planned tasks... » read more

Week In Review: Auto, Security, Pervasive Computing


An investigation by the Automobile Association of America found that lane-keeping assist and automatic emergency braking, both high-profile ADAS features, are prone to failure in rain. According to the report, 69% of tests conducted with simulated rainfall resulted in test vehicles crossing lane markers, and 33% of simulations resulted in collisions at 35 mph. Surprisingly, risk of accidents di... » read more

Adaptive Computing In Robotics


Traditional software development in robotics is about programming functionality in the CPU of a given robot with a pre-defined architecture and constraints. With adaptive computing, instead, building a robotic behavior is about programming an architecture. By leveraging adaptive computing, roboticists can adapt one or more of the properties of its computing systems (e.g., its determinism, power... » read more

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