Neuromorphic Computing System
Develop models within your standard workflow using Python and Jupyter™ Notebooks.
Build
Our Pattern-based Machine Learning system is available as a Platform as a Service on AWS.
Train and Predict
Deliver predictions and explanations to your application using our APIs.
Run
Leveraging the amazing processing method of the human brain.
The Challenge
Data Scientists increasingly run into the shortcomings of today’s AI systems: Predictions that are opaque and models that require huge datasets to train and yet are brittle – thus requiring constant retraining. They face big tradeoffs between accuracy, explainability and flexibility.
Our Solution
The Natural Intelligence Neuromorphic computing architecture pushes past the constraints of today’s AI/ML systems by delivering more useful, understandable and actionable information while reducing the time and cost associated with collecting and labeling data.
Benefits of a Pattern Based Machine Learning approach
Built-in Explainability
Provides factors behind predictions, anomalies and new clusters, describing signatures of your observations. Understand drivers behind your model and build confidence in your results.
Accurate with Imbalanced Data
No need to balance training data sets. Learn new classes independently without requiring retraining of the entire model.
Accurate with Small Data Sets
Requires a fraction of the data of Artificial Neural Networks.
Resilient to Low Quality Data
Resilient to data issues including missing values, noisy data, or irregular entries.
Reduce Model Maintenance
Online learning reduces or eliminates the need for retraining. Independently train new classes.
Standard Workflows
Natural Intelligence integrates with your environment, increasing speed to adoption.
Learns New Classes Quickly
Automatically identify anomalies and other changes in the data with few shot learning techniques.
Adapts to Drifting Data
Data drift can be identified and (optionally) the model can adapt and track the drifting data.
Request A Demo
We’re building a world in which AI works the way people think, so that people can work smarter and live better. Data science can’t wait for incremental change, so we’re here to change AI forever.
We’d love to work with you.
