GitHub / 12danielLL 1 Repository
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.
Language: Jupyter Notebook - Size: 2.93 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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.
Language: MATLAB - Size: 1.41 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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.
Language: MATLAB - Size: 3.37 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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.
Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
12danielLL/nuerophotonics.Ex1
EX.1 in Neurophotonics Or_Daniel
Language: MATLAB - Size: 2.93 KB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0