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List of Blog ArticlesDaniel Sabinasz2022-05-26T21:36:11+02:00

Machine Learning

Deep Learning From Scratch: Theory And Implementation

  • Part I: Computational Graphs
  • Part II: Perceptrons
  • Part III: Training criterion
  • Part IV: Gradient Descent and Backpropagation
  • Part V: Multi-Layer Perceptrons
  • Part VI: TensorFlow

Building a Content-Based Multimedia Search Engine

  • Part I: Quantifying Similarity
  • Part II: Extracting Feature Vectors
  • Part III: Feature Signatures
  • Part IV: Earth Mover’s Distance
  • Part V: Signature Quadratic Form Distance
  • Part VI: Efficient Query Processing

Robot Localization

  • Part I: Recursive Bayesian Estimation
  • Part II: The Histogram Filter
  • Part III: The Kalman Filter
  • Part IV: The Particle Filter

Dealing With Unbalanced Classes

Cognitive Science

Gödel’s Incompleteness Theorem And Its Implications For Artificial Intelligence

Why the Chinese Room Argument is Flawed

Connectionist Models of Cognition

Introduction to Evolutionary Psychology

The Computational Theory of Mind

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