D5AI LLC Patent Application Trends in 2025

D5AI LLC patent applications in 2025

Top 10 Technology Areas

• G06N3/04 (Architecture, e.g. interconnection topology)
  • Count: 2 patents
  • Example: 20250036914. DATA-DEPENDENT TRAINING FOR AUTOMATED KNOWLEDGE SYSTEM THAT COMPRISES A NEURAL NETWORK (D5AI LLC)
• G06N3/082 (modifying the architecture, e.g. adding, deleting or silencing nodes or connections)
  • Count: 2 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N3/045 (Combinations of networks)
  • Count: 2 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N3/084 (Backpropagation, e.g. using gradient descent)
  • Count: 2 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/41 (ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models)
  • Count: 1 patents
  • Example: 20250036914. DATA-DEPENDENT TRAINING FOR AUTOMATED KNOWLEDGE SYSTEM THAT COMPRISES A NEURAL NETWORK (D5AI LLC)
• G06F16/9024 ({Graphs; Linked lists ()
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/214 (Generating training patterns; Bootstrap methods, e.g. bagging or boosting)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/217 (ELECTRIC DIGITAL DATA PROCESSING (computer systems based on specific computational models)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/24 (Classification techniques)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N3/048 (Activation functions)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)

Emerging Technology Areas

• G06N3/094 (Adversarial learning)
  • Count: 1 patents
  • Example: 20250103896. GENERATION AND DISCRIMINATION TRAINING AS A VARIABLE RESOLUTION GAME (D5AI LLC)
• G06N3/044 (Recurrent networks, e.g. Hopfield networks)
  • Count: 1 patents
  • Example: 20250053813. TRAINING AN AUTOENCODER WITH A CLASSIFIER (D5AI LLC)
• G06N5/046 (Forward inferencing; Production systems)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/2148 (Generating training patterns; Bootstrap methods, e.g. bagging or boosting)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• H04L67/142 (Managing session states for stateless protocols; Signalling session states; State transitions; Keeping-state mechanisms)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N20/20 (Ensemble learning)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N20/00 (Machine learning)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N3/08 (Learning methods)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06N3/048 (Activation functions)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)
• G06F18/24 (Classification techniques)
  • Count: 1 patents
  • Example: 20250068909. CREATING DIVERSE NEURAL NETWORKS WITH NODE TYING (D5AI LLC)

Top Inventors

• James K. BAKER of Maitland FL (US) (2 patents)
• James K. Baker of Maitland FL (US) (2 patents)
• Bradley J. BAKER of Berwyn PA (US) (1 patent)
• Bradley J. Baker of Berwyn PA (US) (1 patent)

Patent Categories

Geographical Distribution of Inventors

Geographical Distribution of US Inventors