Advanced signal processing for smart learning & implementation


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Software Implementation of Signal Processing Systems

  • Software on programmable digital signal processors

  • Application-specific instruction-set processor (ASIP) architectures and systems

  • SIMD, VLIW and multi-core CPU architectures

  • GPU-based massively parallel implementations


Hardware Implementation of Signal Processing Systems

  • Low-power signal processing circuits and applications

  • High-performance VLSI systems

  • FPGA and reconfigurable architecture-based systems

  • System-on-chip and network-on-chip

  • VLSI for sensor network and RF identification systems


Machine Learning for Signal Processing

  • Circuits and systems for AI

  • Deep learning/machine learning/AI algorithms

  • Tools/platforms for AI

  • Edge and cloud AI computing platforms

  • Hardware/neuromorphic accelerators

  • Hardware/software co-design and automation for AI

Design Methods of Signal Processing Systems

  • Optimization of signal processing algorithms

  • Compilers and tools for signal processing systems

  • Algorithm-to-architecture transformation

  • Dataflow-based design methodologies

  • Error-tolerant techniques for signal processing

 

Signal Processing Application Systems

  • Audio, speech, and language processing

  • Biomedical signal processing and bioinformatics

  • Image, video, and multimedia signal processing

  • Information forensics, security, and cryptography

  • Sensing and sensor signal processing

  • Signal processing for non-volatile memory systems

  • Latency- and power-constrained signal processing

  • Wireless communications and MIMO systems

  • Coding and compression

  • Signal processing for mixed-signal technologies

 

Emerging Technologies

  • Vehicular ad hoc networks (VANET)

  • Internet of Things (IoT)

  • Bio-inspired networks

  • Implantable communications

  • Tele-medicine/e-health networks

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