Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Multilayer Perceptrons

Showing: 7 courses
Institute for Pure & Applied Mathematics (IPAM)

Emergence and Grokking in Simple Neural Architectures

0 rewiews
Dive into emergence and grokking in simple neural architectures. Explore MLPs' remarkable behaviors, feature-learning kernel machines, and their implications for understanding modern deep learning phenomena.
Add to list
1 Lesons
57 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Scaling Insights from Infinite-Width Theory for Next Generation Architectures and Learning Paradigms

0 rewiews
Explore scaling insights from infinite-width theory for advanced architectures and learning paradigms. Gain understanding of optimal scaling rules across various models and their impact on training stability and generalization.
Add to list
1 Lesons
51 minutes
On-Demand
Free-Video
Simons Institute

The Prefrontal Cortex as a Meta-Reinforcement Learning System

0 rewiews
Explore the prefrontal cortex's role in meta-reinforcement learning, connecting neuroscience and AI through recurrent neural networks and cognitive tasks like Harlow's experiment.
Add to list
20 Lesons
55 minutes
On-Demand
Free-Video
Andrej Karpathy

Building Makemore - Activations & Gradients, BatchNorm

0 rewiews
Explore MLP internals, activations, gradients, and BatchNorm. Learn to diagnose deep networks, understand training challenges, and implement modern techniques for improved performance.
Add to list
17 Lesons
1 hour 56 minutes
On-Demand
Free-Video
Paul Hand

Neural Network Architectures for Images

0 rewiews
Explore neural network architectures for image processing, including classification, segmentation, and enhancement. Learn about CNNs, ResNets, autoencoders, and their applications in various imaging tasks.
Add to list
15 Lesons
47 minutes
On-Demand
Free-Video
Center for Language & Speech Processing(CLSP), JHU

Neural Networks for Speech Recognition - 2013

0 rewiews
Explore the evolution of neural networks in speech recognition, from early experiments to modern hybrid HMM/MLP approaches, with insights from a leading expert in the field.
Add to list
1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
3Blue1Brown

How LLMs Might Store Facts - Multilayer Perceptrons in Transformers

0 rewiews
Explores how large language models potentially store factual information, focusing on multilayer perceptrons in transformers and the concept of superposition in neural networks.
Add to list
7 Lesons
23 minutes
On-Demand
Free-Video