Lectures related to Course Project Choice

Explores the components of neuro robots and compares them to actual animals.

Neuromodulation: Sensory Systems & Neurotechnologies

Explores neuromodulation of the peripheral nervous system, focusing on sensory systems and neurotechnologies.

Visual Intelligence and Learning: Insights and Applications

Explores visual intelligence, robotics perception, and multi-task learning techniques in computer vision.

Thermal Comfort Monitoring: Non-Intrusive Solutions

Presents a framework for non-intrusive thermal comfort monitoring using computer vision and machine learning techniques.

Internship Report: Hangqian Li

Covers an internship report at Tencent Al lab, focusing on 3D avatar reconstruction and neural rendering techniques.

Fine-Grained Visual Categorization: Challenges and Solutions

Explores challenges and solutions in fine-grained visual categorization, focusing on computer vision and machine learning.

Sensory input and motor output

Delves into touch-sensitive regions representation in the brain and the generation of movements.

Socially-aware Artificial Intelligence for Last-mile Mobility

Explores socially-aware AI for last-mile mobility, focusing on understanding social etiquettes, anticipating behaviors, and forecasting crowd movements.

Sensorimotor Interactions MOOC: Cellular Mechanisms of Brain Function

Delves into the cellular mechanisms of sensorimotor interactions in the brain, emphasizing whisker movement control.

Somatosensory System: Mechanoreceptors and Sensory Transduction

Explores the somatosensory system, focusing on mechanoreceptors and sensory transduction processes.

Peripheral sensory feedback

Explores the importance and organization of sensory feedback in the peripheral nervous system, including artificial implementations.

Understanding Neurorobotics

Explores the link between intelligence, the brain, and behavior through neurorobotics.

Computer Vision: Historical Insights and Project Inspirations Log in to Mediaspace to watch this video

Explores the historical development of computer vision and inspires innovative project ideas.

Machine Learning for Feature Extraction Log in to Mediaspace to watch this video

Explores machine learning for feature extraction, 3D vision, and neural networks in mobile robotics.

Modeling the Brain: Machine Learning and Neuroscience Log in to Mediaspace to watch this video

Explores the synergy between machine learning and neuroscience, showcasing how deep neural networks can predict neural responses and the challenges faced by AI in robotics.

Transformers in Vision: Applications and Architectures Log in to Mediaspace to watch this video

Covers the impact of transformers in computer vision, discussing their architecture, applications, and advancements in various tasks.

Kinesthetic/Tactile Rehabilitation: Perception Beyond the Eye Log in to Mediaspace to watch this video

Explores kinesthetic and tactile rehabilitation, haptic illusions, sensory substitution, and robotic therapy.

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

Explores visual intelligence, image formation, computer vision, and representation understanding in machines and minds.

Delineation: Techniques and Applications Log in to Mediaspace to watch this video

Explores techniques for delineation, including Hough transform, gradient orientation, and shape detection, emphasizing the importance of combining graph-based techniques and machine learning.

Deep Learning: Exploring Vision and Language Transformers Log in to Mediaspace to watch this video

Covers advanced transformer architectures in deep learning, focusing on Swin, HUBERT, and Flamingo models for multimodal applications.