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asef-filtertraining

An implementation of the ASEF filter training in OpenCV in C++. The paper by David S. Bolme can be found on https://ieeexplore.ieee.org/document/5399555/

betrf

bfitt

Bit Flip Injection into PyTorch Tensors

binarizedneuralnetworks-training

bnn-qnn-errorevaluation

A framework for error tolerance training and evaluation of Binarized and Quantized Neural Networks

crossbar-design

Design and Evaluation of Accelerator Organizations for Binarzed Neural Networks

daebi

A framework for the design space exploration of BNN accelerators with regards to data flows and architectures through automatic generation of VHDL designs.

documents

Documents I've written and useful templates

fast-fourier-transform

A Fast Fourier transform implementation in C.

fastwavelettransform

A Discrete Haar Wavelet Transform implementation in C.

lta-bnn

The framework for evaluating the LTA-based execution of BNNs, used in the paper with the title "Global by Local Thresholding in Binarized Neural Networksfor Efficient Crossbar Accelerator Design".

oostubs-bsb-ws1718

Constructing an OS in the lecture "Operating System Construction"

pamono-freqdomainclassification

The evaluation tool source code for the frequency domain based virus classification with PAMONO sensor images

pipelined-risc-v

pytorch-cuda-example

A minimal template for custom CUDA extensions in Pytorch.

single-cycle-risc-v

spice-torch

A framework for connecting SPICE simulations of analog computing neuron circuits with PyTorch accuracy evaluations for Binarized (and soon Quantized) Neural Networks.

tream

A framework built on top of sklearn for error evaluations of tree-based models

yolo-pamono