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a-simple-trained-lenet-model

A Simple Trained LeNET Model for handwritten digit recognition

basic-interactive-matlab-functions

This repository contains basic interactive matlab functions.

compressing-neural-network-model-and-saving-weights-in-file-and-uncompressing-back

Saving a Trained Model of a Neural Network in Compressed Sparse Column (CSC) format and loading and un-compressing the weights from CSC format.

fodlam

first-order deep learning accelerator model

hazooree.github.io

image-alignment-tool-using-svd-based-homography

Aligning Your Misaligned Image/images of a tall building or large scene Using Simplest Calculation of Homography Matrix Estimation using SVD

lenet-cnn-accelerator-hardware-for-fpga

An open source Verilog Based LeNet-1 Parallel CNNs Accelerator for FPGAs in Vivado 2017

lfrt

LFRT, A MATLAB Toolbox for Load Forecast & Assesment of Additional Capacity for an Electrical Power System

neural-networks-on-silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

parameterized-fir-filter

FIR filters are is widely used in different applications such as biomedical, communication and control due to its easily implementation, stability and best performance. Its simplicity makes it attractive for many applications where it is need to minimize computational requirements. In this work, Parameterizing Bit-widths of Input/output and coefficients along with Length of an FIR Filter are studied.

real-time-implementation-of-gunshot-detection-system

Real Time Implementation of Gunshot Detection System

simple-1-d-convolution-in-hardware-interfacing-and-processing-overview

A Simple FIR Filter Application

superslash

SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for design of deep learning accelerators with reduced off-chip memory access volume

superslash-dse-tool

SuperSlash Design Space Exploration (DSE) Tool

systimator-dataflow

Systolic Array Design Space Exploration(DSE) of Convolutional Neural Networks(CNNs). A Simple Dataflow for Systimator on Tiny-Yolo, AlexNet and VGG16.

unit-commitment

A GUI for Unit Commitment using Priority Lists Schemes

vgg16-on-cifar

Training a VGG16 Model on CIFAR10 and CIFAR100 Dataset