Echo State Networks on the Human Connectome
Introduction The Echo State Networks on the Human Connectome project explores the fascinating relationship between the structure and dynamics of the human brain’s connectome and …
Predictive Modeling for Early Diagnosis and Personalized Healthcare
Introduction The Predictive Modeling for Early Diagnosis and Personalized Healthcare project aims to make use of the power of machine learning and availability of Electronic …
Intelligent Prosthetic Arm
Introduction The Intelligent Prosthetic Arm project represents a significant leap forward in assistive technology. We aim to create a prosthetic arm that seamlessly integrates with …
You Only Look Once (YOLO): Unified, Real-time Object Detection
Object detection is a fundamental task in computer vision that involves identifying and locating objects of interest within an image or video. Unlike image classification, which assigns a single label to an entire image, object detection provides both the category and the precise location of objects by outputting bounding boxes around them. This dual capability makes it a crucial technology for a wide range of applications, including autonomous driving, medical imaging, and augmented reality.
ImageNet Classification with Deep Convolutional Neural Networks
The development of deep learning techniques has significantly advanced the field of image recognition, with the AlexNet architecture marking a major milestone in this progress. …
Long Short-Term Memory Networks
Neural networks, inspired by the human brain, have revolutionized artificial intelligence, enabling machines to learn complex patterns from data. These networks consist of interconnected nodes, …
Image Quality Assessment: From Error Visibility to Structural Similarity
Assessing the quality of an image Since the very early stage of the internet, giving a score to the quality of an image (or a …
Latent Dirichlet Allocation
What is Topic Modeling Before the advent of LLMs and transformers, the world of natural language processing (NLP) looked vastly different. Limited by both the …
Cryptocurrency Forecast Project
Introduction In the Cryptocurrency Forecast project, we collaborated with researchers at Bending Spoons to investigate correlation between social media activity and cryptocurrency prices. Cryptocurrency prices …
Computational Neuroscience: Making Sense of the Visual Cortex
Dimensionality Analysis and Why it Matters The brain is a remarkably complex structure, capable of impressive feats, yet its mechanisms remain only partially understood. Within …