AI that learns as you go

Neurala’s patented Lifelong-DNN technologies enable rapid prototyping and learning at the edge

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Lifelong-DNN: Add Information in Real Time

By merging L-DNN with proprietary implementations, Neurala has solved shortcomings with deep learning architectures. This enables rapid prototyping in AI model development as well as real-time learning in deployed solutions available today in our Brain Builder Product.

Rapid Prototyping in Brain Builder

Brain Builder incorporates Lifelong AI technologies to enable rapid prototyping. This allows users to annotate and train at the same time, offering instant feedback on performance. Training occurs instantly and results can be seen after tens of images rather than thousands.

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Real-time learning in deployed products

In end product deployment, Lifelong AI technologies learn in real-time at the edge. End users may augment the performance of their AI with their own personal touch—like applying filters to photos. When building AI in Brain Builder, product teams can choose to deploy a lifelong learning enabled model, empowering end users to update the AI themselves.

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Enabling hardware agnostic deployment through Brain Builder

Examples of Platform vs Hardware Applications
 
 
CAMERAS
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Camera with an Orange Pi Zero

(ARM CPU): 0.5-2 FPS

Police Body camera

(Adreno 330 GPU): 1-3 FPS

Web Camera

(NVIDIA TX1 GPU): 5-8 FPS

MOBILE PHONES
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Samsung Note5

(Mali T760 GPU): 3-5 FPS

Samsung Galaxy S8+

(Adreno 540 GPU): 6-11 FPS

Mate 10

(Kirin 970 NPU): 11-18 F

DRONES
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Teal Drone

(NVIDIA TX1 GPU): 5-8 FPS

SERVERS
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Laptop

(NVIDIA 1060 Ti GPU): 40-50 FPS

Workstation

(NVIDIA Tesla V100 GPU): 60-80 FPS

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