/var/logmarcus chiu

/var/log

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Computer

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Artificial Intelligence (AI) - Cognitive Computing - Machine Intelligence

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AI - Subfields

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Machine Learning (ML) - Pattern Recognition

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ML - Models

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Artificial Neural Networks (ANN)

ANN - Architectures

Created on Aug 04, 2020 · Last Modified on Aug 19, 2024

ANN Architectures are composed of multiple ANN Layers

  • Auto-Regression/Regressor/Regressive (AR) Model
  • Autoencoders (AE)
  • Capsule Networks
  • Convolutional Kolmogorov-Arnold Networks (Convolutional KAN)
  • Convolutional Neural Networks (CNN) - Translation/Translational/Shift Equivariant/Equivariance/Invariant/Invariance CNN
  • Dense Networks (Dense Net)
  • Diffusion Model - Diffusion Probabilistic Model - Score-Based Generative Model
  • Encoder-Decoder Model
  • Fast R-CNN
  • Faster R-CNN
  • Flow-Based Generative Model
  • Fully Convolutional Networks (FCN)
  • Gated Recurrent Neural Networks (Gated RNN)
  • Gauge-Equivariant Convolutional Neural Networks (CNN)
  • Generative Adversarial Networks (GAN)
  • Graph Neural Networks (GNN)
  • Group Equivariant Convolutional Neural Networks (G-CNN)
  • Joint Embedding Predictive Architecture (JEPA)
  • Kolmogorov-Arnold Networks (KAN)
  • Liquid Neural Networks (LNN)
  • Neocognitron
  • Neural Turing Machines (NTM)
  • Pulse-Coupled Neural Networks (PCNN)
  • Radial Basis Function (RBF) Networks
  • Recurrent Neural Networks (RNN)
  • Region-based Convolutional Neural Network (R-CNN)
  • Shuffle Networks
  • Spiking Neural Networks (SNN)
  • Squeeze-and-Excitation Networks (SENets)
  • Switching Neural Networks (SNN)
  • Temporal Convolutional Networks (TCN)
  • Transformer Neural Networks (TNN) - Transformers
  • Vanilla/Feed-Forward Neural Networks (FNN/FFNN/FFN) - Multi-Layer/Multilayer Perceptrons (MLP)
  • You Only Look Once (YOLO)