Introducing Perforated: A Neuroscience Breakthrough for Edge AI

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Perforated is a machine learning company that has created a technology to unlock a new level of performance for AI/ML models.​

Based on a recent neuroscience breakthrough, we act as a data-efficiency layer that helps teams build more accurate, parameter-efficient models. For enterprise users, this often means getting the same model performance with half the amount of training data, or eliminating half of the remaining error of pruned, parameter-efficient models to achieve much higher levels of accuracy.

In this introductory video from the Edge AI and Vision Alliance, Perforated Founder and CEO, Dr. Rorry Brenner, explains how this new data-efficiency layer for PyTorch is helping ML engineers build better models with significantly less data.



For more about how perforation works, see the full explainer video:

To learn more about Perforated and to contact the team, visit

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