Jack-Liu-D

neurophox-notebooks

Notebook examples for the neurophox repository

Face-Swap

Face swapping, Image morphing, Image warping.

meshes

Tools for modeling photonic beamsplitter mesh networks

phox

Base repository for simulation and control of photonic devices

lightning

[SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

Forward-Forward

Reimplementation of Geoffrey Hinton's Forward-Forward Algorithm

complexPyTorch

A high-level toolbox for using complex valued neural networks in PyTorch

neuroptica

Flexible simulation package for optical neural networks

pytorch-onn

A PyTorch Library for Photonic Integrated Circuit Simulation and Photonic AI Computing

neurophox

A simulation framework for unitary neural networks and photonic devices

PYNQ-Classification

Python on Zynq FPGA for Convolutional Neural Networks

zynqnet

Master Thesis "ZynqNet: An FPGA-Accelerated Embedded Convolutional Neural Network"

PipeCNN

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

Embedded-Neural-Network

collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning

Image-Classification-using-CNN-on-FPGA

Project is about designing a Trained Neural Network on FPGA to classify an Image Input using CNN.

CNN_for_SLR

A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.

dfa-scales-to-modern-deep-learning

Study on the applicability of Direct Feedback Alignment to neural view synthesis, recommender systems, geometric learning, and natural language processing.

Examples

Remote-control examples for our instruments. Here you find all ready-to-use example code scripts and projects.

python-tutorial

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数据科学，Flask，爬虫开发教程。

lightlab

Laboratory Instrumentation and Automation

fpga_labs_sp22

GFPGAN

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

bads

Bayesian Adaptive Direct Search (BADS) optimization algorithm for model fitting in MATLAB

mlbop

Matlab code for S. Theodoridis' "Machine Learning: A Bayesian and Optimization Perspective" (2015).

BayesianOptimization

A Python implementation of global optimization with gaussian processes.