# Efficient Machine Learning Systems BrainChip is Developing a Next-Gen Machine Learning System By Colin Smith | Published 2022-05-20 | Tech Source: Trend Hunter, https://www.trendhunter.com/trends/brainchip References: [venturebeat](https://venturebeat.com/2022/05/18/brainchip-partners-with-edge-impulse-for-a-platform-that-mimics-the-brain/) & [brainchip](https://brainchip.com/)  'BrainChip,' the California-based machine learning solutions company, announced a new partnership with '[Edge Impulse](https://www.trendhunter.com/trends/ai-ecosystem)' in order to improve and scale the company's [neuromorphic machine learning technology](https://www.trendhunter.com/trends/encharge-en100). Neuromorphic technology is a computational system that mimics the neurological processes that human brains undergo in order to think and learn. This system, when successfully implemented, results in improvements to nearly every aspect of machine learning. The system can shorten development cycles and increase the efficiency at which machine learning takes place while simultaneously reducing costs. With this partnership, BrainChip will combine its neuromorphic technology with Edge Impulse's proprietary platform to create a scalable, easy-to-use solution for [machine learning and edge computing](https://www.trendhunter.com/trends/intelligent-learning-system). BrainChip believes that its system of asynchronous spiking neural networks is a promising aspect of the future of machine learning. Image Credit: Shutterstock ## Trend Insights (Trend Hunter) - Score: 3.7/10 - Popularity: 35% | Activity: 65% | Freshness: 12% - Audience gender: 50% men, 50% women - Primary generations: Millennial, Gen X - Top markets: North America, South America, Europe, Asia, Africa ## Categories [Trend Hunter](https://www.trendhunter.com/trends) > [Tech](https://www.trendhunter.com/tech) > [Gadgets](https://www.trendhunter.com/gadgets) ## Key Themes ### Key Themes Behind This Trend - **Neuromorphic Machine Learning:** BrainChip is developing a neuromorphic machine learning system that mimics the neurological processes of human brains, resulting in improvements for machine learning. - **Scalable Machine Learning:** BrainChip's partnership with Edge Impulse aims to create a scalable machine learning solution that is easy-to-use and highly efficient. - **Asynchronous Spiking Neural Networks:** BrainChip's system of asynchronous spiking neural networks is one of the promising aspects for the future of machine learning. ### Where This Applies - **Artificial Intelligence:** Companies in the artificial intelligence industry can utilize neuromorphic technology and scalable machine learning to improve their products and services. - **Edge Computing:** Edge computing companies can benefit from efficient machine learning systems that can process data closer to the source, resulting in faster decision-making. - **Software Development:** Software development companies can leverage asynchronous spiking neural networks to build more efficient and innovative machine learning applications. ## Related on Trend Hunter - [Partnership-Enhanced AI Ecosystems](https://www.trendhunter.com/trends/ai-ecosystem.md) - [Autonomous Driving System Features](https://www.trendhunter.com/trends/autonomous-driving-system.md) - [Efficient AI-Training Chips](https://www.trendhunter.com/trends/the-good-computer.md) - [AI-Powered Smart Camera Solutions](https://www.trendhunter.com/trends/smart-camera-solution.md) - [Local AI Computation Devices](https://www.trendhunter.com/trends/neurram.md) - [AI Hardware Companies](https://www.trendhunter.com/trends/edgecortix.md) - [AI App Platforms](https://www.trendhunter.com/trends/brainlink.md) - [Efficient AI Processors](https://www.trendhunter.com/trends/ai-processors.md) - [Closed-System Edge AI Companies](https://www.trendhunter.com/trends/flex-logix.md)