myay

BinarizedNeuralNetworks-Training

FastWaveletTransform

A Discrete Haar Wavelet Transform implementation in C.

SPICE-Torch

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

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/

BFITT

Bit Flip Injection into PyTorch Tensors

BNN-QNN-ErrorEvaluation

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

PyTorch-CUDA-Example

A minimal template for custom CUDA extensions in Pytorch.

BETRF

DAEBI

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

TREAM

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

Crossbar-Design

Design and Evaluation of Accelerator Organizations for Binarzed Neural Networks

Documents

Documents I've written and useful templates

Fast-Fourier-transform

A Fast Fourier 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

SINGLE-CYCLE-RISC-V

yolo-Pamono