Perforated AI is a Pittsburgh, PA-based machine-learning startup that rebuilds the artificial neuron around dendrite-inspired structures. Its PyTorch-integrated Perforated Suite adds dendritic learning signals during training so models reach target accuracy with fewer labeled examples and fewer parameters; press coverage and company benchmarks report compute-cost reductions of up to 38x and accuracy gains of up to 16% in third-party tests. Co-founded in 2022 by neuroscientist Dr. Rorry Brenner and Erin Yanacek, it distributes an open-source GitHub library and runs an enterprise product for ML teams.
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Sep 1, 2026
Latest raise
Funding activity · 1 round
Sep 1, 2026
$1.1M
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