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    29 repositories

    • 2025-computer-architecture-class

      Public
      Python
      •0•0•0•0•Updated Nov 18, 2025Nov 18, 2025

    • NAS-Performance-Modeling

      Public
      Code for the paper entitled "Accelerating Hardware-Aware NAS with ML-Based Edge GPU Performance Modeling" presented at the IEEE International Conference on Omni-layer Intelligent Systems 2025.
      Python
      •0•2•0•0•Updated Aug 26, 2025Aug 26, 2025

    • CrossNAS

      Public
      Python
      •0•1•0•0•Updated Aug 19, 2025Aug 19, 2025

    • ABii-Demo

      Public
      This repository contains the iCAS Lab code for interacting with ABii.
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 9, 2025Jun 9, 2025

    • edge-devices

      Public
      This repository contains the code, scripts, and Dockerfiles for setting up different edge machine learning accelerators on different platforms.
      Python
      •
      MIT License
      •0•1•3•1•Updated May 22, 2025May 22, 2025

    • 2025-edge-computing-class

      Public
      This repository contains the course materials including assignments and projects for CSCE 790: Edge and Neuromorphic Computing.
      Jupyter Notebook
      •2•5•0•0•Updated Apr 25, 2025Apr 25, 2025

    • IMAC-Sim

      Public
      Raku
      •6•7•0•0•Updated Apr 20, 2025Apr 20, 2025

    • sys-gen

      Public
      sys-gen: An Arbitrary Precision Systolic Array Generator
      Verilog
      •
      MIT License
      •0•2•0•0•Updated Apr 3, 2025Apr 3, 2025

    • ASL-Demo

      Public
      Python
      •0•0•0•0•Updated Mar 2, 2025Mar 2, 2025

    • HiRISE-Demo

      Public
      Demo for the paper entitled "HiRISE: High-Resolution Image Scaling for Edge ML via In-Sensor Compression and Selective ROI" presented at the Design Automation Conference 2024.
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 14, 2025Feb 14, 2025

    • snn-adaptive-image-coding

      Public
      Code for the "An Adaptive Sampling and Edge Detection Approach for Encoding Static Images for Spiking Neural Networks" paper published in 2021 at the International Green and Sustainable Conference (IGSC).
      Jupyter Notebook
      •0•1•0•0•Updated Jan 11, 2025Jan 11, 2025

    • APTPU

      Public
      Generic APTPU RTL Design
      Verilog
      •
      MIT License
      •0•2•0•0•Updated May 3, 2024May 3, 2024

    • 2024-edge-computing-class

      Public
      This repository contains the assignments for the CSCE 790: Edge and Neuromorphic Computing course at the University of South Carolina under Assistant Professor Ramtin Zand with help from Peyton Chandarana and Mohammadreza Mohammadi.
      Python
      •2•0•0•0•Updated Apr 21, 2024Apr 21, 2024

    • bitmix

      Public
      Simple library for mixed precision quantization in PyTorch
      Python
      •
      MIT License
      •0•1•0•0•Updated Dec 7, 2023Dec 7, 2023

    • docker-envs

      Public
      Docker environments for reproducible research work along with a tutorial on the basics of Docker.
      0•0•0•0•Updated Nov 7, 2023Nov 7, 2023

    • ZKResearch

      Public
      0•0•0•0•Updated Apr 24, 2023Apr 24, 2023

    • CSCE790_neuromorphic_computing

      Public archive
      This repository contains the tutorials and homework assignments for CSCE 790: Neuromorphic computing course at UofSC.
      snnneuromorphic-computing
      Python
      •3•11•0•0•Updated Apr 12, 2023Apr 12, 2023

    • CUDA-Neural-Network

      Public
      Cuda
      •0•1•0•0•Updated Dec 24, 2022Dec 24, 2022

    • TransformerAccelerator

      Public
      Python
      •1•2•4•0•Updated Dec 16, 2022Dec 16, 2022

    • intel_movidius

      Public
      Dockerfile
      •1•2•0•1•Updated Dec 13, 2022Dec 13, 2022

    • iCAS_NTT

      Public
      iCAS @ University of South Carolina NTT Competition
      C++
      •0•1•0•0•Updated Nov 21, 2022Nov 21, 2022

    • INRC

      Public
      This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform.
      Jupyter Notebook
      •
      BSD 3-Clause "New" or "Revised" License
      •26•0•0•0•Updated Sep 15, 2022Sep 15, 2022

    • Neuro-Edge-OLD

      Public
      In this project, we investigate how neuromorphic computing can pave the way for bringing machine learning to edge devices such as smartwatches, autonomous cars, etc. Here, we will leverage Intel Loihi Platform to develop various real-world edge computing applications.
      Swift
      •1•1•0•0•Updated Jun 24, 2021Jun 24, 2021

    • EEG-Datasets

      Public
      A list of all public EEG-datasets
      613•0•0•0•Updated Nov 23, 2020Nov 23, 2020

    • IMAC

      Public
      In this project, we show how magnetic-random access memory (MRAM) technology can be utilized to realize an In-Memory Analog Computing (IMAC) Architecture..
      Java
      •1•2•0•0•Updated Sep 19, 2020Sep 19, 2020

    • IMAC-DSE

      Public
      Here, we have the in-progress codes and documents for the Evolutionary-Algorithm based NV-Accelerator Optimization project.
      Python
      •0•0•0•0•Updated Jul 6, 2020Jul 6, 2020

    • FPGA-Devcloud

      Public
      Get started using Intel® FPGA tools on the Devcloud with tutorials, workshops, advanced courses, and sample projects built specifically for students, researchers, and developers. Visit our official Intel® FPGA Devcloud website:
      Shell
      •64•0•0•0•Updated Jun 18, 2020Jun 18, 2020

    • intel-training-modules

      Public
      SystemVerilog
      •20•0•0•0•Updated Jun 4, 2020Jun 4, 2020

    • Human-Activity-Recognition

      Public
      A Machine Learning & Deep Learning Case Study to detect the type of activity--performing by a human subject--by using his/her smartphone sensors.
      Jupyter Notebook
      •11•0•0•0•Updated Oct 7, 2018Oct 7, 2018