Explore Perceive’s breakthrough hardware and software through our news and media coverage.
Our VP of Marketing, David McIntyre, recently had a conversation with Stacey Higginbotham on “The Internet of Things” podcast about the current and future opportunities for smart edge devices.
To get a pulse on the state of the smart home in this seemingly pivotal moment, Perceive conducted an online survey of 2,000 adults in the US and Canada. What we found is that, while the surge in adoption is exciting, today’s bar for smart home technology is still too low.
In this article for EE Times, Sally Foxton-Ward speaks with Steve Teig, Perceive’s CEO, about how attention-based neural networks can be applied to computer vision.
In this keynote address, Perceive CEO Steve Teig will discuss how deep learning’s reliance on inefficient models based on recipes and anecdotes, rather than scientific principles and explanatory mathematics, leads to unsustainable compromises in power-efficiency, privacy, and user experience. By focusing instead on using information theory to guide the development of more rigorous, scalable machine learning, we could create models that are more predictive, power-efficient and cost-effective.
[AI Compute Symposium] Machine learning for real: Thinking more carefully about efficiency, loss functions, and GANs
Deep learning seems to touch every discipline these days, but behind its startling magic tricks, it is surprisingly primitive. It is concerning to note the extent to which today’s deep learning relies on folklore: on recipes and anecdotes, rather than on scientific principles and explanatory mathematics. Think of how much more trustworthy, robust, compact, and power-efficient our models would be if we designed them more rigorously. My assertions will be accompanied by some motivating (and occasionally humorous) examples.
For more information, please visit the AI Compute Symposium website here.
March 31, 2021
Perceive Study Reveals Many Consumers Struggle to See the Value in Smart Home Devices Despite Optimism for the FutureRead More
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December 15, 2020
[CES 2021] Perceive Named as a CES 2021 Innovation Awards Honoree for Ergo, its Breakthrough Edge Inference SolutionRead More
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