Machine Learning

Unsupervised Reinforcement Machine Learning

Unsupervised reinforcement learning form of ML is for countless applications:

Totally distributed bottom up operation with low overhead that solves problems/issues on its own

Feature
  • No need for Cloud
  • Unsupervised in operation
  • No need for large data sets
  • Real-time analysis
  • Shared info at devices
  • Distributed
  • Bottom-up operation
  • Cloud Optional interface
  • AI is integrated
  • Ad-hoc in operation
  • Based on biological design
  • Patented
  • Can work on application
  • Mimics biological behavior
  • Redundancy
  • Intercompatible
  • 5G Compatible
  • Industry 4.0 designed
  • Edge Computing Platform
  • Secure
  • Increased connectivity
  • Designed for DARPA
Advantage
  • Faster/at location
  • No needed control
  • Less overhead
  • Almost instant
  • Edged computing based
  • Works as collective group
  • Learning at location
  • Interacts w/ Cloud
  • Learning, adjusting/correcting is automatic
  • No control devices
  • Designed over millions of years
  • IP Protected
  • Any Industry
  • Can solve complex problems
  • Protects against problems/shut-downs
  • Can work w/ any system
  • Can work w/ any 5G network
  • Updated for next gen. Systems
  • Brings ML to the edge
  • Brings added security to IoT/IIoT/any network
  • No needed access pts or control measures
  • Made to be 10x’s better than existing solutions
Benefit
  • Reduced latency/learning at site/device location
  • Autonomous/Automatic
  • Processing efficient
  • Updated constantly
  • Updates at location
  • Shares learning among devices
  • Not depended on a cloud
  • Leverages the cloud
  • Self learning and Adjusting
  • Self-running in operation
  • Reliable operation
  • Unique in design and operation
  • Solve complex problems w/ simple format
  • Learns and can predict
  • Protects against nightmares and major shut-downs
  • Adds value and ML/AI to any situation/device/network
  • Enhances 5G devices w/ ML/AI
  • State of art
  • Multi ML throughout networks
  • Cannot be broken into or hacked
  • Totally ad hoc and bottom up and distributed
  • Military designed –commercial ready

What we’re selling currently:

  • JV–integrate into partners products/services
  • Engineering services–do the above for end users
  • Licensing
  • Product design
  • Integration services