Laknath1996
PhD student at Johns Hopkins. Machine Learning, Statistics, and Deep Learning.
Johns Hopkins UniversityBaltimore, MD
Pinned Repositories
DeepPhaseUnwrap
This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images (ICASSP 2021)
FIR-Filter-Design-
The project was conducted as a part of the module Digital Signal Processing EN2570. The objective was to design a Non - Recursive (Finite Impulse Response) Bandstop Filter using the Kaiser Window Function. MATLAB 2014a software package was used as the programming environment for the design project.
gen-models
Course project for EN.553.741 Machine Learning II at JHU. Implements Wasserstein GAN, variational autoencoder and denoising diffusion probabilistic models.
PPG-Pulse-Meter
The Real Time Photoplethysmographic Non - Invasive Pulse Meter was developed by Ashwin de Silva and Sachini Hewage, initially for the EXMO'2017 at the University of Moratuwa. The hardware component of the device currently make use of ATmega2560 chip and the Pulse Sensor Amped. (courtesy of https://www.sparkfun.com/products/11574) For the software base, arduino IDE and Processing IDE was used. Future developments of the project will be available when the results are well benchmarked.
Schrodinger-Equation-Simulation
Includes the codes used for simulating the Schrödinger's Wave Equation in 1D, 2D and 3D potential wells.
sEMG-Hand-Gesture-Recognition
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)
semi-supervised-learning
Repository for the EN.553.738 High-Dimensional Approximation, Probability and Statistical Learning group project on graph-based semi-supervised learning
prolearn
Prospective Learning: Learning for a Dynamic Future (NeurIPS 2024)
value-of-ood-data
The value of out-of-distribution data (ICML 2023)
Laknath1996's Repositories
Laknath1996/sEMG-Hand-Gesture-Recognition
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)
Laknath1996/DeepPhaseUnwrap
This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images (ICASSP 2021)
Laknath1996/Schrodinger-Equation-Simulation
Includes the codes used for simulating the Schrödinger's Wave Equation in 1D, 2D and 3D potential wells.
Laknath1996/gated_gcrnns
Gated graph convolutional recurrent neural networks code used in:
Laknath1996/gen-models
Course project for EN.553.741 Machine Learning II at JHU. Implements Wasserstein GAN, variational autoencoder and denoising diffusion probabilistic models.
Laknath1996/Image-Downsampling-Processor-Design
This repository includes the verilog files used for the designing of an image downsampling custom processor.
Laknath1996/semi-supervised-learning
Repository for the EN.553.738 High-Dimensional Approximation, Probability and Statistical Learning group project on graph-based semi-supervised learning
Laknath1996/bilateral-connectome
A paper investigating bilateral symmetry of connectome networks.
Laknath1996/collas_2023_latex_template
Laknath1996/cookiecutter
A cross-platform command-line utility that creates projects from cookiecutters (project templates), e.g. Python package projects, C projects.
Laknath1996/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
Laknath1996/course-content
Summer course content for Neuromatch Academy
Laknath1996/cs-project
Code for the EN.520.648 Compressed Sensing & Sparse Recovery group project
Laknath1996/dipy
Diffusion MR imaging in Python
Laknath1996/dmritool
DMRITool is an open souce toolbox for reconstruction, processing and visualization of diffusion MRI data (DWI, tensor, ODF,EAP, fibers etc.).
Laknath1996/EN1093_SnS_Lab_0
Laknath1996/EN1093_SnS_Lab_1
Laknath1996/Genomic-Signal-Processing
Includes the scripts and data used for promoter search methods.
Laknath1996/graph-stats-book
Laknath1996/kdg
Laknath1996/Laknath1996
Laknath1996/laknath1996.github.io
Ashwin De Silva's personal webpage.
Laknath1996/modelzoo_continual
Implementation of Model Zoo for continual learning (https://arxiv.org/abs/2106.03027)
Laknath1996/MultitTask_ModelZoo
Implementation of https://arxiv.org/abs/2106.03027
Laknath1996/MV-Assignments
This includes the codes and reports that were prepared for the assignments in the EN4553 Machine Vision Module.
Laknath1996/neurodata.io
Homepage for NeuroData
Laknath1996/neurogenesis
Repository for the EN.553.650 Computational Molecular Medicine group project on understanding the dynamics of neuronal migration during cortical development
Laknath1996/nlsam
The reference implementation for the Non Local Spatial and Angular Matching (NLSAM) denoising algorithm for diffusion MRI
Laknath1996/ProgLearn_2021-2022
Progress tracking repo for Neuro Data Design class of 2021-2022
Laknath1996/proglearn_experiments