Advanced Machine Learning
Novel Heterogeneous Computing Platforms
- Heterogeneous Computing Platforms
- Accelerators for Massive Memory Parallel Machine Learning and Applications
- Machine Learning for Architecture: Self-Learning, Predictive, Computer Systems
Cognition
- Language Understanding Using Local Patterns
- Mobile Sensing for User Activity and Context
- Providing People with Arguments and Contextual Information during Argumentative
- Open-IE Knowledge Graphs
Learning Visual Systems
- Understanding and Utilizing Natural Image Statistics
- Large Scale Perceptual Summaries of Visual Information
- Brain-Inspired Sparse Representations for Visual Recognition
- Scene Understanding using Deep Learning Tools
Brain-inspired computing
- Dynamic self-configurable architectures for intelligent learning agents
- Hardware Neural Network Accelerators
Intelligent Agents