Sonasoft’s invention relates to convolutional neural networks or CNNs. CNNs are the artificial brains that drive computer vision systems. They also power deep learning, where computers are able to learn to outperform humans. CNNs are based on the structures found in the human brain. Like a human child, a
The invention, titled “Convolutional Hierarchical Temporal Memory Modules”, addresses the problem in a novel way. It provides a robust and noise-tolerant system that will create reliable models using far less training data than traditional
Like CNNs themselves, the approach is inspired by biology, as well as systems like Numenta’s HTM and Applied Brain Research’s spiking neural network. As Max puts it, “By studying how intelligence works in biological systems, we can continue to improve and provide more robust artificial intelligence. AI has always learned from nature and this takes us another step towards true artificial general intelligence.”
Notes
Sonasoft was founded inSilicon Valley in 2003. For more information about the company, please visit: https://www.sonasoft.com- Sonasoft NuGene is a unified AI platform that can process any type of data and generate autonomous AI models. For more information about Sonasoft’s Artificial Intelligence (AI) Solutions, please visit: https://www.sonasoft.com/products/artificial-intelligence-ai/
- For investor-specific information, please visit: https://www.sonasoft.com/investors/
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