Introducing: Dendritic Intelligence
Build Smarter, Smaller, More Accurate Neural Networks.
AI 2.0 Starts Here, and it's Powered by Dendritic Intelligence
The artificial neuron was invented in 1943, and it hasn't evolved since. That outdated model still powers today's AI.
Modern neuroscience shows that biological dendrites, not neurons, are the true workhorses of intelligence. Artificial dendrites offer a new path forward for ML engineers, overcoming the economic and technical limitations of legacy neural networks.
Perforated's dendrite-enhanced neurons are the building blocks of AI 2.0.
We Empower ML Engineers and Data Scientists to Build:
Smarter networks
Reduce error rates by up to 40%
Smaller networks
Cut parameter counts by up to 90%
Cheaper networks
Slash compute costs by up to 97%
Greener networks
Reduce your AI carbon footprint and hardware deployments by 10x
With just minutes of coding and no workflow disruption, our proprietary Perforated BackpropagationTM algorithm plugs seamlessly into PyTorch pipelines and delivers the full performance potential of dendritic architectures.
Smarter | Smaller | Cheaper | Greener
80% compression without impact on score
90% compression with higher accuracy
97% cheaper cloud compute
3-16% reduction in error
Discover the Dendritic Difference
Explore the science behind Perforated AI in our research papers and other stories.
Join the Dendritic Intelligence Revolution
Tap into the cutting edge of MLOps with our Apache 2.0 licensed open source library.
With just an hour of coding, you can integrate artificial dendrites into any existing PyTorch project with no architecture overhaul required.
Unlock More With Perforated BackpropagationTM
Start building the kind of models you've always wanted: Smarter, smaller, and more efficient. We're
currently inviting select ML engineers and data scientists to join our beta program.
Be among the first to put Perforated BackpropagationTM to work in production.
