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sdnuzwk's Projects

bcicomp icon bcicomp

some algorithms applied to bci comp IV

cnn-fpga-rtl icon cnn-fpga-rtl

The CNN architecture elements implemented with RTL approach in VHDL.

cnn-sae-mi-bci- icon cnn-sae-mi-bci-

CNN-SAE program for MI-BCI classification. (Based on "Tabar et al-2016-J Neural Eng. A novel deep learning approach for classification of EEG motor imagery signals")

deepeeg icon deepeeg

Deep learning for EEG analysis. This script was used to generate the results of the paper "Joint Optimization of Algorithmic Suites for EEG analysis" at EMBC 2014

ec icon ec

This project was a joint effort with the neurology labs at UNL and UCD Anschutz to use deep learning to classify EEG data.

eeg_cnn icon eeg_cnn

Python code for mental state recognition from EEG observations using CNN and RNN networks.

elearn icon elearn

A set of functions for supervised feature learning/classification of mental states from EEG based on "EEG images" idea.

fpga-cnn icon fpga-cnn

FPGA implementation of Cellular Neural Network (CNN)

fpga-project icon fpga-project

A repository to store forth FPGA projects and the summer project of digital logic design

fpga-zynqnet icon fpga-zynqnet

FPGA-based ZynqNet CNN accelerator developed by Vivado_HLS

hls4ml icon hls4ml

Machine learning in FPGAs using HLS

lasagne icon lasagne

Lightweight library to build and train neural networks in Theano论文中提供的

pc icon pc

Python on Zynq FPGA for Convolutional Neural Networks

pipecnn icon pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

pynq icon pynq

Python Productivity for ZYNQ

squeezenet icon squeezenet

SqueezeNet: AlexNet-level accuracy with 50x fewer parameters

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