Always-On, Low-Power, Continuously Learning: AI done right
In its path to break new ground in the AI landscape, Neurala has partnered with Lattice Semiconductor to revolutionize the AI market through the power of edge AI. This partnership leverages Lattice's award-winning low-power Field-Programmable Gate Arrays (FPGAs) and the flexible sensAI™ solution stack, integrated with Neurala's VIA platform and patented Edge Learning (L-DNN), to enable the rapid deployment of reconfigurable AI models directly at the edge.
Accelerating Edge AI Capabilities
AI is great.. but consumes a lot of power. In particular, when learning new information. Neurala has pioneered low-power, Edge learning for more than a decade with its Lifelong-DNN (L-DNN) technology, and our new Lattice collaboration brings to the forefront the capability to deploy AI at the edge with unprecedented efficiency and low power consumption. The integration of Neurala flagship product VIA with Lattice's FPGAs and sensAI solution stack not only provides advanced edge AI capabilities but also maximizes compute power availability, offering a more flexible and scalable approach to AI model deployment.
Redefining Efficiency and Privacy
Running AI at the edge is crucial for reducing power latency, minimizing bandwidth, and enhancing data privacy. This partnership is set to make it easier than ever for developers to deploy AI at the edge, ensuring efficient use of compute resources and fostering the development of always-on, on-device AI across a wide range of applications.
The collaboration between Neurala and Lattice marks a significant milestone in the advancement of edge AI technologies. By providing developers with a powerful and flexible toolkit for deploying AI models at the edge, this partnership addresses the growing demand for higher efficiency, lower power consumption, and enhanced data privacy in AI applications. It empowers developers to quickly develop and test sophisticated deep learning applications directly at the edge, paving the way for a new era of AI innovation.
This collaboration is not just a testament to the potential of combining advanced AI software with cutting-edge hardware solutions but also a clear indication of the transformative impact always-on, low-power, continuously learning AI can have on the AI market. As AI technology continues to evolve, partnerships like this will be instrumental in pushing the boundaries of what's possible, driving efficiency, and enabling a wide array of smart, secure, and connected application.
FAQ
- How does the partnership between Neurala and Lattice Semiconductor specifically address the challenges of power consumption and efficiency in AI deployment at the edge?
The partnership between Neurala and Lattice Semiconductor addresses the challenges of power consumption and efficiency in AI deployment at the edge through the integration of Neurala's VIA platform and patented Edge Learning (L-DNN) technology with Lattice's low-power Field-Programmable Gate Arrays (FPGAs) and sensAI solution stack. By leveraging Lattice's hardware and Neurala's software, the collaboration aims to enable rapid deployment of reconfigurable AI models directly at the edge, maximizing compute power availability and offering a more flexible and scalable approach to AI model deployment. - Can you provide more details on how Neurala's Lifelong-DNN (L-DNN) technology works and how it contributes to reducing power consumption during edge learning?
Neurala's Lifelong-DNN (L-DNN) technology plays a crucial role in reducing power consumption during edge learning. This technology, pioneered by Neurala for over a decade, focuses on low-power, edge learning, allowing AI models to continuously learn and adapt to new information without consuming excessive power. While specific technical details may not be provided in the article, the implication is that L-DNN facilitates efficient learning and adaptation of AI models at the edge, contributing to overall power efficiency in AI deployments. - Are there any examples or case studies provided in the article to illustrate how developers can benefit from the integration of Neurala's VIA platform with Lattice's FPGAs and sensAI solution stack?
The implication is that by combining advanced AI software with cutting-edge hardware solutions, developers gain access to a powerful and flexible toolkit for deploying AI models at the edge, driving efficiency and enabling a wide array of smart, secure, and connected applications.
For more information on how Neurala and Lattice are shaping the future of edge AI, visit this page. https://www.neurala.com/press-releases/neurala-to-collaborate-with-lattice-semiconductor-to-accelerate-edge-ai
