Neural Networks

2 482 курсов

Backpropagation

Capsule Networks

ControlNet

Convolutional Neural Networks (CNN)

Feedforward Neural Networks

Generative Adversarial Networks (GAN)

Graph Neural Networks (GNN)

Multilayer Perceptron

Multilayer Perceptrons

Neural Network Architecture

Recurrent Neural Networks (RNN)

Variational Autoencoder (VAE)

Institute for Pure & Applied Mathematics (IPAM)

Extracting Structured Data from Multi-Modal Input: Neural and Neuro-Symbolic Approaches

Explore advanced techniques for extracting structured data from multi-modal sources, focusing on neural methods, neuro-symbolic approaches, and LLM-based solutions for processing integrated text and visual elements.

YouTube27 minutesВ любое времяБесплатное видео

Institute for Pure & Applied Mathematics (IPAM)

Scaling Intelligence the Human Way

Explore groundbreaking insights into human-inspired AI development and intelligence scaling through MIT researcher Josh Tenenbaum's analysis of naturalistic approaches to artificial intelligence.

YouTube1 hourВ любое времяБесплатное видео

Institute for Pure & Applied Mathematics (IPAM)

Neural Machines: From Fruit Flies to Embedded Devices

Explore neural machines through biological and artificial systems, from fruit fly olfactory architectures to low-power embedded devices, revealing innovative approaches to lifelong learning and adaptation.

YouTube49 minutesВ любое времяБесплатное видео

Institute for Pure & Applied Mathematics (IPAM)

Honey Bee Intelligence: Thinking with One Million Neurons

Explore the fascinating mechanisms of honey bee cognition, learning how these remarkable insects navigate complex tasks with just one million neurons, offering insights for AI development.

YouTube52 minutesВ любое времяБесплатное видео