Mediaspace scheduled maintenance: Aug 25, 2026 07:00 - 12:00 AM. During this time, videos will be temporarily unavailable. Check status updates.

Home

Lecture

Graph Signal Processing in Brain Networks

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (56)

The Microcircuits of Striatum in Silico Log in to Mediaspace to watch this video

Explores the reconstruction of a full-scale mouse striatal cellular level model to integrate and interpret striatal data.

Neuron Classification: Types and Challenges Log in to Mediaspace to watch this video

Explores neuron classification, highlighting the importance of understanding brain complexity and the challenges in defining cell types.

Machine Learning Models for Neuroscience Log in to Mediaspace to watch this video

Explores machine learning models for neuroscience, focusing on understanding brain function and core object recognition through convolutional neural networks.

Blue Brain Project: Modeling Brain Tissue and Virtual Experiments Log in to Mediaspace to watch this video

Explores the Blue Brain Project's journey from modeling brain tissue to future goals.

Spinal Cord fMRI at 7 Tesla Log in to Mediaspace to watch this video

Explores advancements in spinal cord fMRI at 7 Tesla, highlighting its significance in understanding central nervous system pathologies.

Neuroscience and Machine Learning: Understanding Visual Intelligence Log in to Mediaspace to watch this video

Explores the relationship between neuroscience and machine learning in visual intelligence.

Neural System Organization Log in to Mediaspace to watch this video

Explores the organization and structure of the nervous system, including neurons, synapses, neurotransmitters, and brain functions.

The Disconnectome Log in to Mediaspace to watch this video

Delves into the disconnectome concept, exploring brain white matter connections post-stroke and their impact on brain functions.

Computational Neuroscience: Biophysics & Modeling Log in to Mediaspace to watch this video

Covers the fundamentals of computational neuroscience, focusing on biophysics and modeling.

Human Brain Measurements Integration: Visual Cortex Insights Log in to Mediaspace to watch this video

Explores integrating human brain measurements to understand photosensitivity and the impact of electrical stimulation on the visual hierarchy.

Texture: Analysis and Classification Log in to Mediaspace to watch this video

Explores the analysis and classification of texture in images, emphasizing the role of Machine Learning techniques like Convolutional Neural Networks.

Neural Networks: Logic and Applications Log in to Mediaspace to watch this video

Explores the logic of neuronal function, the Perceptron model, deep learning applications, and levels of abstraction in neural models.

Neural Networks: Basics and Applications Log in to Mediaspace to watch this video

Explores neural networks basics, XOR problem, classification, and practical applications like weather data prediction.

Neural Networks: Hierarchical Models and Odor Taxis Log in to Mediaspace to watch this video

Covers neural function, hierarchical models, odor taxis behaviors, and disparate circuit parameters in 18 slides.

Reinforcement Learning Concepts Log in to Mediaspace to watch this video

Covers key concepts in reinforcement learning, neural networks, clustering, and unsupervised learning, emphasizing their applications and challenges.

Deep Neural Networks Log in to Mediaspace to watch this video

Covers the back-propagation algorithm for deep neural networks and the importance of locality in CNN.

Network Simulation: Spontaneous Activity and Validation Log in to Mediaspace to watch this video

Covers spontaneous brain network activity, neural simulation, and validation, emphasizing the importance of in-vitro and in-vivo conditions for accurate network modeling.

Foundations of Deep Learning: Transformer Architecture Overview Log in to Mediaspace to watch this video

Covers the foundational concepts of deep learning and the Transformer architecture, focusing on neural networks, attention mechanisms, and their applications in sequence modeling tasks.

Functional Near-Infrared Spectroscopy in Hearing Research Log in to Mediaspace to watch this video

Explores the use of FNES in understanding deafness and brain plasticity in cochlear implant patients, highlighting the correlation between FNES data and speech understanding.

Visual Intelligence: Machines and Minds Log in to Mediaspace to watch this video

Covers visual intelligence, feedback networks, taxonomy-based prediction, and recurrent neural networks for image classification.

Page 2 of 3