Doubt as a Strength: How AI Learns to Question Itself
Written when I was CEO of Neurala. “Dubito, ergo cogito, ergo sum,” AI ponders Questioning leads to thinking, and thinking defines existence—a step forward for AI It’s the beginning of…
How does Lifelong-DNN work in a real world use case?
Written when I was CEO of Neurala. As described in other posts, Neurala’s Lifelong-DNN emulates the way biological brains see the world and continuously learns from it. L-DNN markedly differs…
When DNNs become more human: DNNs vs Transfer Learning vs. Continual Learning
Written when I was CEO of Neurala. As new approaches to deep neural networks (DNNs) and deep learning continue to emerge, it’s important to understand the differences between them. Not…
What happens when AI never stops learning? Continual learning vs. DNN learning vs Transfer Learning
Written when I was CEO of Neurala. One of the questions we I often get in working with AI is: “Cool… I see this AI never stops learning. But it’s…
Overcoming the Catastrophe of Forgetful AI
“Catastrophic forgetting,” is a major hurdle toward fully autonomous artificial intelligence. In a video interview, Anatoli Gorchechnikov, co-founder of Neurala, discusses current trends in AI and the need to overcome…
Is all AI bad for your privacy? (hint: no)
Seeing Facebook’s CEO summoned to Washington as a consequence of the improperly accessed the personal data of about 87 million Facebook users by Cambridge Analytica will be remembered as a…
The Next-Generation AI Brain: How AI Is Becoming More Human
In the movie Memento, former insurance investigator Leonard Shelby tracks down the criminal who attacked him and murdered his wife. Leonard, though, is not a “normal” guy. He has to…
Neurala Announces Lifelong-DNN™ for Self-Driving Cars, Drones, Toys and Other Machines: Deep Learning That Can Learn on the Device Without Using the Cloud
Lifelong-DNN™ (Lifelong-Deep Neural Networks), Neurala’s Patent-Pending Software, Overcomes Catastrophic Forgetting—the #1 Problem Limiting the Growth of Deep Learning Neural Networks for Real-Time Use SAN JOSE, CA —May 8, 2017— Neurala…