Research / prototyping

Edge AI and DSP research

Evaluate preprocessing and inference data paths for an embedded system or robotic platform.

Research scope

  • Quantized inference prototype work
  • Streaming DSP pipelines
  • FPGA dataflow architecture
  • Board-level feasibility review
  • Latency and power estimation

Study outputs

Select the deliverables needed to answer your engineering question.

  • Operator and pipeline review
  • Prototype RTL/HLS planning
  • Board-fit analysis
  • Measurement planning
  • Integration consulting

Current boundaries

  • No complete inference appliance is offered.
  • No model-to-NPU compiler is offered.
  • Power and throughput require measurement on the selected board.

View the research service.