Sensory learning with neural networks

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Related lectures (33)

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.

Feedback Mechanisms in Visual Intelligence and Adaptation Log in to Mediaspace to watch this video

Explores the significance of feedback mechanisms in visual intelligence and adaptation processes.

Deep Learning: Data Representations and Neural Networks Log in to Mediaspace to watch this video

Covers data representations, Bag of Words, histograms, data pre-processing, and 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.

Deep Learning: Multilayer Perceptron and Training Log in to Mediaspace to watch this video

Covers deep learning fundamentals, focusing on multilayer perceptrons and their training processes.

Neural Architectures for Embodied AI and Cognition Log in to Mediaspace to watch this video

Explores neural architectures for embodied AI, cognitive systems, and the integration of computing and robotics.

Neural Networks: Perceptron and Backpropagation Log in to Mediaspace to watch this video

Covers the basics of neural networks, including the perceptron model and backpropagation.

Neuroscience and AI: Bridging the Gap Log in to Mediaspace to watch this video

Explores the gap between AI and human intelligence through neuroscience-inspired models and algorithms.

Deep Learning Fundamentals Log in to Mediaspace to watch this video

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

Neural Networks: Perceptron Model and Backpropagation Algorithm Log in to Mediaspace to watch this video

Covers the perceptron model and backpropagation algorithm in neural networks.

Visual Recognition: Integrated 3D + Semantics Log in to Mediaspace to watch this video

Covers visual recognition models, scene graphs, neural networks, and embodied vision.

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

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

Deep Learning for NLP Log in to Mediaspace to watch this video

Delves into Deep Learning for Natural Language Processing, exploring Neural Word Embeddings, Recurrent Neural Networks, and Attentive Neural Modeling with Transformers.

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