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  1. Constraint-Aware-Neural-Network-Systems Constraint-Aware-Neural-Network-Systems Public

    Exploring constraint-aware neural network design through LUT-based FPGA pruning and RadioML signal classification analysis.

    Python

  2. Systolic-Array-Accelerator Systolic-Array-Accelerator Public

    4×4 systolic array accelerator in Verilog with cycle-level execution tracing and Python-based dataflow visualization

    Verilog

  3. LUT-vs-MAC-Pipeline-RTL-Comparison LUT-vs-MAC-Pipeline-RTL-Comparison Public

    Verilog-based comparison of LUT vs MAC inference pipelines with event-driven latency measurement and cycle-accurate analysis

    Verilog

  4. Hardware-Decision-Analytics-Tool Hardware-Decision-Analytics-Tool Public

    Constraint-first hardware design decision tool with feasibility filtering, Pareto analysis, and sensitivity-aware recommendations (Streamlit)

    Python