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Reinforcement learning FPGA implementation related resources

aydos.de · published 15 April 2025

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https://docs.google.com/document/d/1ChHiwLCDWpkwNDL77iRBc3D8tydXonJgaK2BvVYI3oE/edit
docs.google.com
https://docs.google.com/document/d/19AIWZKPqRoKYul2Pj_rF7wnT_3zLpBTebSiR-1ogtYE/edit
docs.google.com
https://artint.info/3e/html/ArtInt3e.Ch13.html
artint.info
https://artint.info
artint.info
http://incompleteideas.net/book/the-book.html
incompleteideas.net
https://d2l.ai/chapter_linear-regression/oo-design.html
d2l.ai
https://learning.oreilly.com/library/view/deep-learning-from/9781492041405/
learning.oreilly.com
https://f.aydos.de/from-operations-to-neural-network.pdf
f.aydos.de
https://gitlab.com/goekce/from-operations-to-neural-network
gitlab.com
https://nnfs.io/
nnfs.io
https://nnfs.io/neural_network_animations
nnfs.io
https://github.com/eki-project/finn-plus
github.com
https://github.com/Xilinx/finn
github.com
https://github.com/Xilinx/finn-examples
github.com
https://github.com/fastmachinelearning/qonnx
github.com
https://github.com/Xilinx/brevitas
github.com
https://github.com/google/qkeras
github.com
https://github.com/lutzroeder/netron
github.com
https://github.com/IMPETUS-UdeS/rule4ml
github.com
https://github.com/fastmachinelearning/hls4ml
github.com
https://github.com/sharc-lab/HLSFactory
github.com
https://github.com/Xilinx/Vitis_Libraries
github.com
https://docs.amd.com/r/en-US/Vitis_Libraries/index.html
docs.amd.com
https://github.com/Xilinx/Vitis-AI
github.com
https://xilinx.github.io/Vitis-AI/3.5/html/docs/workflow-system-integration
xilinx.github.io
https://github.com/CMU-SAFARI/ramulator2
github.com
https://github.com/erwanregy/Neural-Network-on-an-FPGA
github.com
https://github.com/shayaanc4/NeuralNetworkAccelerator
github.com
https://github.com/IBM/AccDNN
github.com
https://github.com/19801201/SpinalHDL_CNN_Accelerator
github.com
https://github.com/mit-han-lab/spatten
github.com
https://github.com/mit-han-lab/spatten/blob/main/spatten_hardware/hardware/src/main/scala/spatten/DotProduct.scala
github.com
https://github.com/Chainsaw-Team/Chainsaw
github.com
https://github.com/Chainsaw-Team/Chainsaw/blob/master/src/main/scala/Chainsaw/examples/SystolicExample.scala
github.com
https://github.com/tomverbeure/math
github.com
https://github.com/SteffenReith/PiMAC
github.com
https://github.com/pgroupATusc/HeteroRL
github.com
https://github.com/CatherineMeng/q-learning-accel-fpga
github.com
https://github.com/CatherineMeng/PPO_2CU
github.com
https://github.com/pgroupATusc/FGYM
github.com
https://synergy.cs.vt.edu/pubs/papers/chaudhury-vitis-ai-hpec2024.pdf
synergy.cs.vt.edu
https://github.com/CatherineMeng/CPU_FPGA_RL
github.com