Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Neural Networks On Silicon	1,696	4 months ago
This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.
Verilog Generator Of Neural Net Digit Detector For Fpga	231	2 years ago			15	apache-2.0	Verilog
Verilog Generator of Neural Net Digit Detector for FPGA
Guinness	172	5 years ago			1	gpl-2.0	Python
GUINNESS: A GUI-based binarized deep Neural NEtwork SyntheSizer toward an FPGA
Spoonn	156	4 years ago			8	agpl-3.0	Jupyter Notebook
FPGA-based neural network inference project with an end-to-end approach (from training to implementation to deployment)
Dana	147	4 years ago			24	other	Scala
Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel
Binarybrain	118	7 months ago	28	August 15, 2023		mit	C++
Binary Neural Network Framework for FPGA(Differentiable LUT)
Dnnweaver2	112	5 years ago			10	apache-2.0	Jupyter Notebook
Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.
Pynq Project	65	5 years ago			2		Jupyter Notebook
PYNQ, Neural network Language model, Overlay
Rfnoc Hls Neuralnet	61	5 years ago			4	gpl-3.0	CMake

Marlann	46	5 years ago					Verilog
Multiply-Accumulate and Rectified-Linear Accelerator for Neural Networks

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Neural Networks On Silicon ⭐ 1,696

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

most recent commit 4 months ago

Verilog Generator Of Neural Net Digit Detector For Fpga ⭐ 231

Verilog Generator of Neural Net Digit Detector for FPGA

most recent commit 2 years ago

Guinness ⭐ 172

GUINNESS: A GUI-based binarized deep Neural NEtwork SyntheSizer toward an FPGA

most recent commit 5 years ago

Spoonn ⭐ 156

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

most recent commit 4 years ago

Dana ⭐ 147

Dynamically Allocated Neural Network Accelerator for the RISC-V Rocket Microprocessor in Chisel

most recent commit 4 years ago

Binarybrain ⭐ 118

Binary Neural Network Framework for FPGA(Differentiable LUT)

total releases 28most recent commit 7 months ago

Dnnweaver2 ⭐ 112

Open Source Specialized Computing Stack for Accelerating Deep Neural Networks.

most recent commit 5 years ago

Pynq Project ⭐ 65

PYNQ, Neural network Language model, Overlay

most recent commit 5 years ago

Rfnoc Hls Neuralnet ⭐ 61

most recent commit 5 years ago

Marlann ⭐ 46

Multiply-Accumulate and Rectified-Linear Accelerator for Neural Networks

most recent commit 5 years ago

Suggest An Alternative To neuralFPGA

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Neuralfpga vs Marlann

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