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

Home

Lecture

Robottle: Autonomous Robot Design

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (37)

Optical Computing: All-Analog Photoelectronic Chip for Vision Tasks Log in to Mediaspace to watch this video

Presents an all-analog photoelectronic chip for high-speed vision tasks, addressing challenges in classical computation and proposing a hybrid optical-electrical framework.

Deep Learning: Principles and Applications Log in to Mediaspace to watch this video

Covers the fundamentals of deep learning, including data, architecture, and ethical considerations in model deployment.

Computer Vision: Fundamentals and Applications Log in to Mediaspace to watch this video

Covers the fundamentals of computer vision, illusions, challenges, applications, and history.

Multi-layer Neural Networks Log in to Mediaspace to watch this video

Covers the fundamentals of multi-layer neural networks and the training process of fully connected networks with hidden layers.

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.

Neural Networks: Training and Optimization Log in to Mediaspace to watch this video

Explores the training and optimization of neural networks, addressing challenges like non-convex loss functions and local minima.

Neural Networks: Regression and Classification Log in to Mediaspace to watch this video

Explores neural networks for regression and classification tasks, covering training, regularization, and practical examples.

Hierarchical Control in Robotics Log in to Mediaspace to watch this video

Explores hierarchical control concepts in robotics, including switching, prioritizing, and information chains, to achieve complex robot behaviors.

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.

Deep Learning Fundamentals Log in to Mediaspace to watch this video

Introduces deep learning, from logistic regression to neural networks, emphasizing the need for handling non-linearly separable data.

Deep Learning Fundamentals Log in to Mediaspace to watch this video

Introduces deep learning fundamentals, covering data representations, neural networks, and convolutional neural networks.

Auto-encoder and GANs Log in to Mediaspace to watch this video

Covers auto-encoders for data compression and GANs for data generation.

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

Covers the history and fundamental concepts of neural networks, including the mathematical model of a neuron, gradient descent, and the multilayer perceptron.

Basics of Mobile Robotics: Components and Control Log in to Mediaspace to watch this video

Covers the components and challenges of mobile robot control, including mechanics, locomotion, sensors, and architectures.

Belief Propagation and Survey Propagation Log in to Mediaspace to watch this video

Explores belief propagation, frozen clusters, and colorability thresholds in graphical models, leading to the significance of survey propagation in solving constraint satisfaction problems.

Social Robots for Health & Education Log in to Mediaspace to watch this video

Explores the use of social robots for health and education, emphasizing their unique influence on decision-making and learning interactions.

Segmentation: Theory and Algorithms Log in to Mediaspace to watch this video

Covers the theory and algorithms behind image segmentation, focusing on region identification and evaluation.

Page 2 of 2