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Md Shamim Hussain

shamim-hussain

Md Shamim Hussain is a Ph.D. student in Computer Science at Rensselaer Polytechnic Institute, NY. He got his B.Sc. and M.Sc. in EEE from BUET, Dhaka.

Rensselaer Polytechnic Institute
Troy, New York, USA

Languages

Python43%Jupyter Notebook19%Matlab19%Verilog5%C++5%MATLAB5%HTML5%

Repos

26

Stars

335

Forks

76

Top Language

Python

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Top Repositories

Repositories

26
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shamim-hussain/ask_psk_modem

Simulation of ASK (Amplitude Shift Keying) and PSK (Phase Shift Keying) modulation and demodulation in Labcenter Proteus.

90Updated 7 years ago
amplitude-shift-keyingdemodulationdigital-modulationenvelope-detectormodulationphase-shift-keyingproteus
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shamim-hussain/egt

Edge-Augmented Graph Transformer

Python5210Updated 3 years ago
attentiongnnsgraph-learninggraphsself-attentiontransformer
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shamim-hussain/egt_pytorch

Edge-Augmented Graph Transformer

Python8110Updated 2 years ago
attentiongnngraphsmachine-learningmolecular-graph-learningpythonpytorchself-attentiontransformertransformer-architecture
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shamim-hussain/fpga_fft_spectrum_analyzer

This project implements the fft algorithm on the Spartan 3E FPGA (Papillio One Platform) which in turn is used as a spectrum analyzer with some added hardware (e.g. ADC).

Verilog83Updated 7 years ago
fftfpgapapilio-boardspartan-3e-familyspectrum-analyserverilog
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shamim-hussain/musan_investigation_cnn_rnn

Evaluation of the classification performance (Speech, Music, and Noise) of 1D (WaveNet) and 2D (MobileNet) CNN and RNN (GRU) on the MUSAN corpus.

Python1510Updated 5 years ago
classificationcnngrukeraskeras-tensorflowmobilenetmusanmusicnoisernnspeechwavenet
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shamim-hussain/ssa

Stochastically Subsampled Self-Attention (SSA)

101Updated 2 years ago
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shamim-hussain/tgt

Triplet Graph Transformer

Python504Updated 6 months ago
graph-neural-networksgraph-transformermolecular-graphstransformer
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shamim-hussain/async_admm_consensus

Asynchronous ADMM for Consensus Optimization

Jupyter Notebook112Updated 5 years ago
admmasynchronousmnistpytorchtcp-socket
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shamim-hussain/rbm-pytorch

An Implementation of Restricted Boltzmann Machine with Pytorch

Python10Updated 10 months ago
generative-modelmnistpythonpytorchrbmrestricted-boltzmann-machine
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shamim-hussain/parallel-apriori-with-cuda-and-mpi

A Parallel Implementation of The Apriori Algorithm on AiMOS Supercomputer Using CUDA and MPI

C++61Updated 5 years ago
apriori-algorithmcppcudafrequent-itemset-mininggpu-computingmpi
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shamim-hussain/speech_dereverbaration_using_lp_residual

This is a single channel speech dereverberation method based on DOI: 10.1109/TSA.2005.858066; implemented in MATLAB

Matlab5017Updated 7 years ago
dereverberationinverse-filteringkurtosislp-residualmatlabsingle-channelspectral-subtraction
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shamim-hussain/graphene_bulk_nanoribbon_tightbinding

Nearest neighbor tight-binding estimation of band structures of bulk and nano-ribbon (Armchair and Zigzag) graphene.

MATLAB136Updated 5 years ago
armchairband-structuregraphenematlabnano-ribbonnearest-neighbortight-bindingzigzag
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shamim-hussain/kronig_penney

Band diagrams of a simple 1D crystal obtained from Kronig-Penney model

Matlab75Updated 7 years ago
1d1d-crystalband-diagramskronig-penney-modelmatlab
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shamim-hussain/8bit_MSAP

8 bit MSAP Microprocessor

Matlab41Updated 7 years ago
8-bitaluassemblermatlabmicroprocessorproteussap
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shamim-hussain/generative_neural_networks

Investigation into Generative Neural Networks.

Python20Updated 7 years ago
adversarial-autoencodersautoregressive-neural-networksconditional-gandcganfisher-gangenerative-adversarial-networkgenerative-neural-networkkeraspixel-cnnpythontensorflowvariational-autoencoderwasserstein-gan
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shamim-hussain/conditional_vae

A Simple Conditional Variation Autoencoder

Jupyter Notebook10Updated 5 years ago
conditional-variational-autoencodermnist-datasettensorflow2vae
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shamim-hussain/GraphormerFork

This is the official implementation for "Do Transformers Really Perform Bad for Graph Representation?".

10Updated 4 years ago
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shamim-hussain/audioset_speech_music_noise

Assigning Speech Music and Noise Labels to Audioset

Jupyter Notebook42Updated 4 years ago
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shamim-hussain/audioset_coarse_grained_classification

Coarse Grained Classification of the Audioset Dataset into Speech, Music and Noise Classes

Jupyter Notebook31Updated 4 years ago
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shamim-hussain/Transformer-MFork

Fork of One Transformer Can Understand Both 2D & 3D Molecular Data

10Updated 3 years ago
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shamim-hussain/tgt-0

No description provided.

Python10Updated 2 years ago
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shamim-hussain/4x_superresolution_cnn

Investigation in 4x Super-resolution by Deep Convolutional Neural Networks

Python32Updated 4 years ago
cnnfully-convolutional-networkskerasperceptual-lossesrgbsubpixel-convolutionsuper-resolutiontensorflow
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shamim-hussain/BrainyAIFork

a free and open-source browser sidebar plugin that offers a cost-free alternative to products like Sider, Monica, and Merlin.

00Updated 1 year ago
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shamim-hussain/shamim-hussain.github.io

My Personal Website

HTML00Updated 1 year ago
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shamim-hussain/model_parameter_estimation_sgd

Determination the poles of Auto-Regressive Systems in Noise and poles and zeros of Auto-Regressive Moving Average system by SGD in Frequency Domain.

Python11Updated 7 years ago
adam-optimizerautoregressive-moving-averageautoregressive-processespythonsgdstochastic-gradient-descentstochastic-processestensorflow
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shamim-hussain/newton_raphson_real_roots

Solution of higher order polynomial equation for real roots and determination of their multiplicities by the Newton-Raphson method.

Matlab10Updated 7 years ago
matlabnewton-raphsonpolynomial-equationreal-rootsrecursion

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