Skip to content
@ehw-fit

ehw@FIT

Evolvable Hardware Group

Research in the field of evolvable hardware can be split into the two related areas of evolutionary hardware design and adaptive hardware. While evolutionary hardware design is the use of evolutionary algorithms for creating innovative (and sometimes patentable) physical designs, the goal of adaptive hardware is to endow physical systems with some adaptive characteristics in order to allow them to operate successfully in a changing environment or under presence of faults. The EHW@FIT group does research in both areas. We also pioneered a design method in which an evolutionary algorithm is used to approximate digital circuits to obtain a good trade-off between the quality output and power consumption. Recently, we have been working on hardware accelerators of approximate neural networks.

webpage

Pinned Loading

  1. evoapproxlib Public

    Library of approximate arithmetic circuits

    Verilog 54 17

  2. tf-approximate Public

    Approximate layers - TensorFlow extension

    C 27 11

Repositories

Showing 10 of 17 repositories
  • zynq-nvdla-faultinjection Public

    Fault injection emulator in Zynq

    C 2 MIT 2 0 0 Updated Feb 18, 2025
  • ariths-gen Public

    Generator of arithmetic circuits (multipliers, adders) and approximate circuits

    C 31 6 1 0 Updated Jan 30, 2025
  • VHDL 0 1 0 0 Updated Jan 21, 2025
  • eeg-mdd Public

    EEG feature extraction for better explainability

    Python 4 MIT 1 0 0 Updated Dec 13, 2024
  • sagtree-seeds Public archive

    Seed circuits for comparison of advanced mutation operator SagTree

    Verilog 0 MIT 0 0 0 Updated Oct 14, 2024
  • .github Public
    0 0 0 0 Updated Jul 24, 2024
  • approximate-popcount Public

    Approximate popcount and popcount-compare modules

    C 0 MIT 1 0 0 Updated Jul 24, 2024
  • tf-approximate Public

    Approximate layers - TensorFlow extension

    C 27 MIT 11 10 0 Updated Apr 22, 2024
  • py-paretoarchive Public

    Python Pareto archive

    C++ 3 BSD-3-Clause 1 0 0 Updated Apr 22, 2024
  • autoax Public

    Automated tool for approximation of ASIC and FPGA accelerators

    C 9 MIT 3 0 1 Updated Apr 20, 2024

People

This organization has no public members. You must be a member to see who’s a part of this organization.