https://github.com/12danielll/neurogenomics_project

This project focuses on analyzing sequencing data to understand molecular mechanisms of neurological diseases and predict the effectiveness of immunotherapy in breast cancer patients. It integrates Python and R scripts for data processing, statistical analysis, and visualization, alongside a comprehensive report detailing methods and findings.

bioinformatics biostatistics clustering clustering-algorithms data-analysis data-visualization deseq2 differential-gene-expression functional-analysis immune-therapy machine-learning neurological-disease neuroscience pca-analysis python r seurat single-cell-analysis

Last synced: 04 Mar 2025

https://github.com/12danielll/neural_networks_project

The project focuses on analyzing neural activity data to classify neuron types (spiny and aspiny). It integrates unsupervised learning methods (PCA, Autoencoders) and supervised learning models (Logistic Regression, MLP) to build accurate classifiers that effectively analyze neurons' electrical responses.

2d-and-3d-visualizations autoencoders classifier-evaluation cortical-neurons data-compression gradient-descent high-dimensional-neural-datasets logistic-regression mlp mlp-networks neural-classification neuron neuronal-network pca-analysis perceptron roc-auc stochastic-gradient-descent supervised-learning unsupervised-learning

Last synced: 16 Mar 2025

https://github.com/12danielll/nuerophotonics.ex1

EX.1 in Neurophotonics Or_Daniel

Last synced: 16 Mar 2025

https://github.com/12danielll/dsp_project

This project focuses on designing, implementing, and analyzing digital signal processing techniques. It includes custom FFT and IFFT algorithms, the design of Butterworth filters, and convolution using the Overlap-Add method. Developed in MATLAB, the project emphasizes signal analysis, efficiency, and practical DSP applications.

bilinear-transformation butterworth-filter convolution digital-signal-processing dsp dsp-algorithms fft filter-design fir-filters frequency-domain ifft iir-filters matlab ova overlap-add-method signal-analysis time-domain

Last synced: 16 Mar 2025

https://github.com/12danielll/electro-optics_project

Optics and Electro-optics Project, MATLAB-based project exploring light propagation, polarization, lens modeling, and Fourier transforms. Includes custom functions and scripts to simulate and visualize optical phenomena, focusing on theoretical and practical aspects of modern and electro-optics concepts.

electro-optics fourier-transform fresnel-propagation lens-modeling optics optics-code polarization signal-processing

Last synced: 16 Mar 2025