taoyilee

I'm an engineer with interests in medical ML/DL applications, deep learning ASIC design, and RFIC design [automation]. Currently pursuing a Ph.D. degree at UCI

Apple IncCupertino

Pinned Repositories

beagle_bone_blue_data_acq
Real Time Beagle Bone Blue IoT Sensor Data Acquisition (MPU9250, AK8963 and BMP280)
Language:Python4 3 01
CEM_David
The files in this directory are MATLAB scripts as outlined in Appendix F, D.B.Davidson, "Computational Electromagnetics for RF and Microwave Engineering", 2011. See the readme files (where relevant) in the sub-directories, and the headers in the invididual files for details.
Language:MATLAB7 2 02
clacc
Deep Learning Accelerator (Convolution Neural Networks)
Language:Verilog169 5 160
DRG_BTPPG
Dutt Research Group's Samsung Gear Fit 2 Pro Bluetooth Enabled PPG Logger
Language:C4 3 05
HFSS_API
The HFSS MATLAB API
Language:MATLAB5 11 04
Keras_MedicalImgAI
Language:Python23 9 38
PCB_LIB
Cadence Allegro PCB editor footprints
9 2 014
pcell
pcells for various magnetic passive devices (GPL v3)
Language:PHP12 3 15
pyECG
Python ECG Toolkit
Language:Python14 3 312
pyPDA
A Pythonic toolkit to generate synthetic blood pressure waveforms based on principle of pulse decomposition analysis (PDA)
Language:Python9 2 02

taoyilee's Repositories

taoyilee/clacc
Deep Learning Accelerator (Convolution Neural Networks)
Language:Verilog169 5 160
taoyilee/Keras_MedicalImgAI
Language:Python23 9 38
taoyilee/pyECG
Python ECG Toolkit
Language:Python14 3 312
taoyilee/pyPDA
A Pythonic toolkit to generate synthetic blood pressure waveforms based on principle of pulse decomposition analysis (PDA)
Language:Python9 2 02
taoyilee/beagle_bone_blue_data_acq
Real Time Beagle Bone Blue IoT Sensor Data Acquisition (MPU9250, AK8963 and BMP280)
Language:Python4 3 01
taoyilee/DRG_BTPPG
Dutt Research Group's Samsung Gear Fit 2 Pro Bluetooth Enabled PPG Logger
Language:C4 3 05
taoyilee/bp_demo
A Tck/Tk GUI to plot continuous blood pressure waveforms
Language:Tcl3 2 190
taoyilee/hacktech2019
Explain Your Heart
Language:Jupyter Notebook2 5 01
taoyilee/mock_ram
Mocking RAM/ROM Generator
Language:Verilog2 2 01
taoyilee/Taiko-Time-Series-Analytics
Taiko Time Series Analytics
Language:Python2 3 01
taoyilee/USB-Video-Class-Capture
A Python pacakge for machine learning-ready usb video capture.
Language:Python2 3 0
taoyilee/CheXNet-Keras
This project is a tool to build CheXNet-like models, written in Keras.
Language:Python1 4 0
taoyilee/CTG-Database-Preprocessing
Open access intrapartum CTG database Preprocessing Script
Language:Python1 2 0
taoyilee/data_science
Python code developed for the book "Become a Data Scientist in 30 Days"
Language:Python1 1 0
taoyilee/DRAMPower
Fast and accurate DRAM power and energy estimation tool
Language:C++1 2 0
taoyilee/gem5
Language:C++1 2 01
taoyilee/gitignore
A collection of useful .gitignore templates
1 2 0
taoyilee/LPDDR_model
LPDDR2 Model
Language:Verilog1 2 01
taoyilee/ml-hackathon
Language:Jupyter Notebook1 2 0
taoyilee/ml_final_project
Machine Learning Final Project on SVHN dataset
Language:Python1 5 7
taoyilee/mltools
This is my pesonal fork of mltools developed by Prof Ihler
Language:Python1 2 0
taoyilee/mnist-tflm
Language:C++1 1 0
taoyilee/mnist_data_processor
MNIST IDX Data Processing Kit
Language:Python1 3 0
taoyilee/nlp_project
Language:Python1 2 02
taoyilee/OMP_BRM-OMP_TD
Revisit Christopher Painter-Wakefield et. al., "Greedy Algorithms for Sparse Reinforcement Learning"
Language:Python1 2 0
taoyilee/PyLaTeXIDE
A Python Qt LaTeX IDE
1 2 0
taoyilee/radtorch
RADTorch - Radiology Machine Learning Framework built on top of PyTorch
Language:Python1 1 0
taoyilee/simple_image_annotator
Language:HTML1 2 0
taoyilee/tf_to_tflite
Language:Python1 2 0
taoyilee/video_extraction
Python Video Extraction
Language:Python1 2 0