Making your networks smaller and more accurate, easy as PAI!
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Perforated AI is a start-up company founded by Dr. Rorry Brenner in 2022. Rorry earned his Ph.D in Neuroscience from USC and B.S. in Computer Science from Carnegie Mellon. His experience includes 9 years of deep learning work with 5 years in industry on commercial and government projects. Perforated A.I. specializes in the implementation of a patent protected modification to the backpropagation algorithm. This biological neuroscience based modification can quickly be added to existing deep learning systems to reduce error and network size.
Disruptive Technology in Deep Learning
Adding Perforated Backpropagation to state-of-the-art networks
AUC on Tox 21 dataset 41% closer to a perfect score
Improvement on HIST Precision score of 8%
Validation error on SUPERB dataset decreased by 12%
Reduction in network size on Physionet Dataset to 10.7% initial size while maintaining AUC score