Brainxyz

https://youtu.be/5qqxGwlUilU
Consciousness and Top-down Awareness

Consciousness And Top-down Awareness Play the puzzle here: https://hunar4321.github.io/predict-pattern/Source code:https://github.com/hunar4321/predict-patternMusic used in this video:1. Music: ...

Our video has attracted more than 200k views on YouTube in just one week and has inspired many people to do similar projects. These simulations showcase how simple rules can give rise to complex patterns. In contrast, our brain tries to reverse engineer the complexity and find the relevant rules and connections.

Artificial Life (Simulation & Code) Source Code and Program:https://github.com/hunar4321/life_codeRelated topics: Particle Life SimulationPrimordial Soup - EvolutionConway's game of ...

Stuck at a Local Maximum!
https://youtu.be/1p11-oggW1E

Life as a Survival Game Complicated By Local Maxima (Simulation) 00:00 Reaching Your Goal In a Dark World01:54 Hill Climbing Algorithm03:32 The Local Maximum Problem06:27 How Brain Learns (Hebb's rule)09:13 Liberals vs. Co...

A simulation study on how to reach the Global Maximum (Liberals vs Conservatives)
https://youtu.be/TOV8udlg1CA

Who Reaches the Global Maximum? Liberals or Conservatives (unity simulation) Who Reaches the Global Maximum? Liberals or ConservativesSimulation study using a simple hill climbing algorithm and unity framework. A more detailed video o...

Try our new brain puzzle game: MineClear

Artificial Neural Networks | Interpolation vs. Extrapolation | Brainxyz Machine Learning, Artificial Intelligence, Build AI with Braifun

Suppose you are in an exam where you have to answer a set of True or False questions, but you do not know the correct answers to any of the questions (because they seem nonsense to you), all you can do is random guessing, hence, your possible score is around 50% by chance. However, suppose the teacher who assesses your work gives you many more trials to answer the same set of questions and in each trial only your total score is revealed to as a feedback. In such case, what will you do to reach a perfect score with a minimal number of trials? The following Article discusses the solutions.

MineClear | A Top-Down Approach to Maximize Information | Brainxyz Machine Learning, Artificial Intelligence, Build AI with Braifun

For functions that have narrow grooves toward the global minima a simple GA implementation can be as efficient as a naive SGD method. Geoffrey Hinton, in one of his videos (Lecture 3.4) mentioned that GA randomly perturbs one weight at a time making it very inefficient compared to backpropagation. Here we present a simple GA implementation which simultaneously mutates all the weights and can learn reasonably efficiently. More in this article:

Genetic Algorithm vs. Stochastic Gradient Descent | Brainxyz Machine Learning, Artificial Intelligence, Build AI with Braifun

What is Intelligence?
https://www.youtube.com/watch?v=HiXUNNbPDH4

What is intelligence? This webinar organized by IFMSA-Kurdistan on 13/8/2020 Timestamps: 4:23 - Brain 16:36 - Learning 46:19 - Intelligence 58:00 - Questions Is intelligence inher...

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