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Showing 1 to 8 of 8 for “"RTL design"”.

  1. Goldmine: An integration of data mining and static analysis for automatic generation of hardware assertions

    … static analysis of the Register Transfer Level (RTL) design. The RTL design is first simulated to generate data about the design’s dynamic behavior. The generated data is then mined for ""candidate assertions"" that are likely to be invariants. We present both a decision tree supervised learning …

    uiuc Repository record for Goldmine: An integration of data mining and static analysis for automatic generation of hardware assertions (opens in a new tab)

  2. Optimizing Verification of RTL Designs Using Reinforcement Learning Methods

    … in the last sixty years has today enabled the design of highly complex digital systems on a single semiconductor chip. Due to the great cost of semiconductor chip projects, ensuring these digital systems work first-time is paramount. Digital verification paradigms and techniques have therefore …

    bielefeld Repository record for Optimizing Verification of RTL Designs Using Reinforcement Learning Methods (opens in a new tab)

  3. Design Validation of RTL Circuits using Binary Particle Swarm Optimization and Symbolic Execution

    Over the last two decades, chip design has been conducted at the register transfer (RT) Level using Hardware Descriptive Languages (HDL), such as VHDL and Verilog. The modeling at the behavioral level not only allows for better representation and understanding of the design, but also allows for …

    vt Repository record for Design Validation of RTL Circuits using Binary Particle Swarm Optimization and Symbolic Execution (opens in a new tab)

  4. Silicon Germanium SRAM and ROM Designs for Wide Temperature Range Space Applications

    <p>This thesis presents a design flow from specifications and feature requirements to embeddable blocks of SRAM and ROM designs from 64 bytes to 1 kilobyte that are suitable for lunar environments. The design uses the IBM SiGe 5AM BiCMOS 0.5 micron process for a synchronous memory system capable of …

    arkansas Repository record for Silicon Germanium SRAM and ROM Designs for Wide Temperature Range Space Applications (opens in a new tab)

  5. Energy-efficient speaker identification with low-precision networks

    … identification models. Second, I build an RTL design for efficient evaluation of a subset of our speaker ID models. In particular, I design, implement, and benchmark architectures for low-precision fixed point neural network evaluation and ternary network evaluation. Compared to a baseline …

    mit Repository record for Energy-efficient speaker identification with low-precision networks (opens in a new tab)

  6. Harmonizing data mining and static analysis to tackle hardware and system level verification

    … one of the greatest challenges for today's chip design. Formal verification and simulation-based verification have been widely adopted. Both of them always rely on assertions (a.k.a. properties) to express a design's intended behaviors. State-of-the-art formal verification suffers from the …

    uiuc Repository record for Harmonizing data mining and static analysis to tackle hardware and system level verification (opens in a new tab)

  7. Statistical guarantees of performance for RTL designs

    … process that verifies the adherence of a design to a non-probabilistic performance specification. However, adaptive techniques like voltage and frequency scaling, process variations due to shrinking chip geometries and input variations for accommodating ""better-than-worst-case"" design

    uiuc Repository record for Statistical guarantees of performance for RTL designs (opens in a new tab)

  8. Cache design exploration in a general purpose massively parallel architecture

    Memory model design is a major part of any modern processor architecture. There are many design choices and tradeoffs to be considered, and these often need to be tightly coupled to the processing unit's arcitecure. The increased popularity of massively parallel architectures has motivated …

    uiuc Repository record for Cache design exploration in a general purpose massively parallel architecture (opens in a new tab)