Tinoosh Mohsenin
Department of Electrical and Computer Engineering
Office
309 Barton Hall
Johns Hopkins University
3400 N Charles St, Baltimore, MD 21218
Email
[email protected]
My research focuses on designing wearable health, highly accurate and high-performance computing methods for emerging fields in artificial intelligence, smart health monitoring. My team has developed efficient computing methods through cross-layer design approaches in algorithms, architecture, hardware and system integration which result in tiny and energy efficient wearable/mobile computing devices. This can revolutionize several fields including healthcare, transportation, autonomous navigation, security, surveillance, and public utilities. My Active Research Projects include:
- Wearable Multi-Physiological Machine Learning for IoT Health
- Energy Efficient Autonomous Systems and Robotics
- Tiny Scalable Deep Neural Network Accelerator
- Domain specific programmable many-core for wearable and communication platforms
- Algorithm and architecture enhancements
- Compressive sensing reconstructon
- Low density parity check codes (LDPC) error correction
- Application mapping/software development on many-core architectures
- FPGA and VLSI design of ASICs and reconfigurable architectures
- Embedded CPU and GPU application mapping and analysis
- Single-chip solutions targeted for low-power embedded systems through a co-design of programmable cores and application-specific processors.