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Thursday, December 31, 2020 10:17:15 AM
Sonasoft files significant IP
Q4 saw Sonasoft file an exciting patent application relating to a key AI technology, convolutional neural networks (CNNs). CNNs are at the heart of many AI models and are the central technology for many computer vision systems. However, they don’t perform well when they have sparse or noisy training data. Sonasoft’s unique solution provides a robust and noise-tolerant system that will create reliable models with far less training data than traditional CNN-based systems. Moreover, the resulting models are smaller, allowing them to run on less complex hardware.
“This has the potential to allow the development of classification or predictive models with less data,” said Max Lee, Head of Engineering. “This biologically inspired model takes inspiration from others, such as Numenta’s HTM and Applied Brain Research’s spiking neural network design. By studying how intelligence works in biological systems, we can continue to improve and provide more robust artificial intelligence.”
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