NJW007's repositories
free-spoken-digit-dataset
A free audio dataset of spoken digits. Think MNIST for audio.
Adversarial-attacks-against-neural-networks
In this project, I implement this paper "Towards Evaluating the Robustness of Neural Networks." Lp norm based attack algorithms are designed to generate adversarial inputs to the deep neural networks.
AdvGAN-tf
Tensorflow implementation of Generating Adversarial Examples with Adversarial Networks
black-parrot-branch-predictor
Branch Predictor Optimization for BlackParrot
branch-prediction-visualization
Tool for visualizing and comparing different dynamic branch prediction methods for a pipelined processor.
branch-predictor
Simulation of various branch-prediction methods.
branch-predictors
A grad school class project using gem5 to compare the performance of various branch predictors.
BranchPredictionSimulator
Correlating branch prediction simulator
Cache-Fault-Tolerant-Gem5-Simulator
gem5 simulator enhanced with some well known cache fault tolerant schemes
captcha_break
验证码识别
ChampSim
ChampSim repository
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
deep-learning-models
Keras code and weights files for popular deep learning models.
DeepSpeech
A TensorFlow implementation of Baidu's DeepSpeech architecture
Distilling-the-knowledge-in-neural-network
Teaches a student network from the knowledge obtained via training of a larger teacher network
finetune_alexnet_with_tensorflow
Code for finetuning AlexNet in TensorFlow >= 1.2rc0
GAN_tensorflow
introduce and implement by tensorflow
Inception_based_CNN_model
基于Inception-v3实现的CNN分类模型
InterpretersPerformance
Evaluating the Performance of Interpreters Over Various Branch Predictors
keras-yolo3
Training and Detecting Objects with YOLO3
models
Models and examples built with TensorFlow
Noise-Flooding
Code relating to research done on defending against audio adversarial examples with noise flooding. A part of the 2018 UCCS REU Site for Machine Learning in Natural Language Processing and Computer Vision.
Performance-Evaluation-of-Branch-Prediction-Strategies-using-gem5
Evaluation of local, bimodal and tournament branch predictors using a set of algorithms and the SPEC-2006 benchmark suite.