peilin-chen
Ph.D. student at the University of Virginia. His research interests are Digital/Mixed-signal IC Design, AI Chips, and Computer Architecture.
Charlottesville, VA, USA
Pinned Repositories
3d-photo-inpainting
[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting
ardupilot
ArduPlane, ArduCopter, ArduRover source
cnn_accelerator
【入门项目】基于PYNQ-Z2实现手写数字识别卷积神经网络硬件加速器
COP-820
Eyeriss Hardware Accelerator for Machine Learning
CPU
单周期 8指令 MIPS32CPU
FaceRecognition-tensorflow
基于TensorFlow训练的人脸识别神经网络
fast-depth
ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"
gemmini
Berkeley's Spatial Array Generator
hls_for_cnn_mnist
【入门项目】这个仓库是用hls来实现手写数字识别CNN硬件(xilinx fpga)加速的代码
Zhulong-RISCV-CPU
CPU Design Based on RISCV ISA
peilin-chen's Repositories
peilin-chen/ardupilot
ArduPlane, ArduCopter, ArduRover source
peilin-chen/fast-depth
ICRA 2019 "FastDepth: Fast Monocular Depth Estimation on Embedded Systems"
peilin-chen/Algorithms_MathModels
【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理）
peilin-chen/artificial-intelligence
Awesome Artificial Intelligence Projects
peilin-chen/CNN-Accelerator-Implementation-based-on-Eyerissv2
peilin-chen/CNN-FPGA
Implementation of CNN on ZYNQ FPGA to classify handwritten numbers using MNIST database
peilin-chen/cpu-1
MIPS CPU
peilin-chen/CV2_heartbeat_breathing_detection
A simple demo of human heartbeat and breathing detection using Opencv
peilin-chen/Deep_learning_on_FPGA
在FPGA上部署深度学习项目
peilin-chen/DRAMSim2
DRAMSim2: A cycle accurate DRAM simulator
peilin-chen/Eva-CiM
Code of "Eva-CiM: A System-Level Performance and Energy Evaluation Framework for Computing-in-Memory Architectures", TCAD 2020
peilin-chen/EyerissF
An Eyeriss Chip (researched by MIT, a CNN accelerator) simulator and New DNN framework "Hive"
peilin-chen/FaceMaskDetection
开源人脸口罩检测模型和数据 Detect faces and determine whether people are wearing mask.
peilin-chen/FaceRecognize
pytorch实现实时人脸识别，使用opencv+facenet+mtcnn+knn
peilin-chen/FPGA-Wireless-communication-blocks
Implementation of Wireless communication blocks such as FFT, OFDM receiver, Polar code decoder in a FPGA using Vivado HLS
peilin-chen/hardware-aware-transformers
[ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
peilin-chen/illusion_system
Repository of code & results for the Illusion Paper
peilin-chen/IMC-SRAM-Modeling
peilin-chen/LeNet_on_PYNQ
2020年新工科联盟-Xilinx暑期学校（Summer School）项目
peilin-chen/Mask-Wearing-Identification
基于YOLOv3的口罩佩戴识别（识别是否佩戴了口罩），使用MFC制作了客户端
peilin-chen/Masking-Detection
Object Detection About Masking For Xilinx Summer School
peilin-chen/nscscc-wiki
NSCSCC 信息整合
peilin-chen/Predicting-Heart-Disease-Using-Neural-Networks
This project focuses on predicting heart disease using neural networks based on features such as blood pressure, cholesterol levels, heart rate, and other characteristic features.
peilin-chen/PYNQ
该项目是2020年全国大学生FPGA大赛的参赛作品
peilin-chen/pytorch-cifar10
pytorch and cifar10
peilin-chen/SIAM
Scalable In-Memory Acceleration With Mesh: Device, Circuits, Architecture, and Algorithm
peilin-chen/Smart-Mirror
Smart Mirror Python program with heartbeat rate detector using OpenCV library
peilin-chen/SSD
High quality, fast, modular reference implementation of SSD in PyTorch
peilin-chen/unbox_yolov5_deepsort_counting
yolov5 deepsort 行人 车辆 跟踪 检测 计数
peilin-chen/vsdsram_sky130
Design of 4KB(1024*32) SRAM with operating voltage 1.8v and access time < 2.5ns