AI4AI: Artificial Intelligence for Applied Innovation

AI4AI's mission is to connect artificial intelligence providers with those needing innovative solutions to their pressing problems.  We take the products of pure AI research and either seek to create actual solutions ourselves or instruct others how to do so.  We also research the relationship between structure and function in deep neural networks in hopes of improving the computational efficiency of such networks.

Application Areas

  • Science - natural language processing of research papers; computational discovery
  • Design - generative design of structures and products
  • Finance - organizing operations, stock investing, property management, fraud detection
  • Healthcare - organization, interpretation of medical images for making diagnoses
  • Heavy industry - robotics for manufacturing
  • Art and music - composition, performance, music theory, sound processing
  • Space exploration - autonomous machines
  • Transportation - self-driving cars

 

Types of Artificial Intelligence

Data Stream Processing

  • Computer vision
  • Image/video analytics
  • Natural language processing
  • Language translation
  • Natural text generation
  • Speech recognition

Data Stream Fusion

  • Cognitive computing
  • Anomaly detection
  • Pattern recognition
  • Robotics
    • Perception
    • Locomotion
    • Navigation

Software Techniques

  • Deep learning
    • Convolutional neural networks
    • Recurrent neural networks
    • Generative adversarial networks
    • Reinforcement learning
  • Evolutionary computing
  • Expert systems
  • Genetic algorithms

Hardware and Infrastructure

  • Cloud computing
  • Neuromorphic computing
  • Robots and drones