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. Our CEO Steve Teig’s assertions are accompanied by some motivating (and occasionally humorous) examples.

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[Edge AI and Vision Alliance] Webinar: Putting Activations on a Diet – Or Why Watching Your Weights Is Not Enough

In this webinar, our CEO, Steve Teig, will introduce novel strategies for compressing activations, allowing for reduced memory needs and for larger neural networks to be executed on space constrained hardware. A Q&A session will follow the presentation.

For more information, please visit the Edge AI and Vision Alliance website here. To access the free webinar, please register here.

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