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mnsim-2.0

A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

nerual-network-acceleration-1

Neural Network Acceleration such as ASIC, FPGA, GPU, and PIM

netscope

Neural network visualizer and analyzer

neurocore-public

NeuroCore: Guiding CDCL with Unsat-Core Predictions

neurosat

NeuroSAT: Learning a SAT Solver from Single-Bit Supervision

pdp-solver

PDP: A General Neural Framework for Learning Constraint Satisfaction Solvers

phax

pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

provable-data-subset-selection-for-efficient-neural-network-training

Provable Data Subset Selection For Efficient Neural Network Training

python_project_example

Simple example of a good project structure with pytest and sphinx implemented

rfnoc-hls-neuralnet

rvae

Robust variational autoencoders (RVAE)

spoonn

FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)

ssr

SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)

superconducting-temporal-logic

Superconducting Accelerators Design Using Temporal Logic

timeloop

timeloop-accelergy-exercises

Exercises for exploring the Timeloop and Accelergy tools

timeloop-accelergy-tutorial

Docker container with tools for the Timeloop/Accelergy tutorial

udf_op

vitis_libraries

Vitis Libraries

xrt

Xilinx Run Time for FPGA

zynqnet

Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"