The visual system

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Related lectures (31)

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Data from the mouse primary visual cortex

Explores data from the mouse primary visual cortex, focusing on visual information encoding, transformation, diversity of responses, and locomotion modulation.

Artificial Sight: Restoring Vision with Retinal Implants

Explores bioelectronics, types of blindness, and retinal implants for restoring vision, covering challenges and advancements in artificial sight technologies.

Computer Vision: Historical Insights and Project Inspirations

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

Deep Learning: Data Representations and Neural Networks

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

Neural Networks: Perceptron

Covers the main concepts of neural networks, including the Perceptron model and training algorithms.

Introduction primary visual cortex

Introduces the primary visual cortex and explores visual perception and behavior through cells and circuits.

Brain Intelligence: Continual Learning of Representational Models

Delves into the continual learning of representational models after deployment, highlighting the limitations of current artificial neural networks.

Pytorch Intro: MNIST and Digits

Covers Pytorch basics with MNIST and Digits datasets, focusing on training neural networks for handwritten digit recognition.

Deep Learning: Convolutional Neural Networks

Covers Convolutional Neural Networks, standard architectures, training techniques, and adversarial examples in deep learning.

Kernel Methods: Neural Networks

Covers the fundamentals of neural networks, focusing on RBF kernels and SVM.