Biological Neural Network - Search Videos

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

10.4K views2 weeks ago

Ever wonder what’s happening inside an AI’s brain? This is a neural network in action,turning raw data into "thoughts" through thousands of layered transformations.

Ever wonder what’s happening inside an AI’s brain? This is a neural network in action,turning raw data into "thoughts" through thousands of layered transformations.

136.7K views1 week ago

A Neural Network That Can Grow Like Living Tissue And Repair Itself After DamageA Neural Cellular Automaton learns one tiny local rule and applies it everywhere. Each cell only sees its nearby neighbors, but together the grid grows a full pattern from a single seed.In the animation, the learned tissue grows, gets wounded, and keeps running the same update rule to rebuild the missing region. The strange part is that there is no separate healing algorithm. The regeneration comes from the same loca

A Neural Network That Can Grow Like Living Tissue And Repair Itself After DamageA Neural Cellular Automaton learns one tiny local rule and applies it everywhere. Each cell only sees its nearby neighbors, but together the grid grows a full pattern from a single seed.In the animation, the learned tissue grows, gets wounded, and keeps running the same update rule to rebuild the missing region. The strange part is that there is no separate healing algorithm. The regeneration comes from the same loca

11.5K views1 month ago

x.comMathelirium

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

4.7K views1 month ago

x.comMars University

What happens when you put competing neural networks in a Petri Dish and start changing the rules while they adapt?Last year we released Petri Dish NCA, where neural nets are the organisms that learn during simulation. Today we're releasing Digital Ecosystems: a browser-based platform for interactive artificial life research.The setup: several small CNNs share a 2D grid, each seeing only a 3x3 neighborhood. No global plan. They compete for territory by attacking neighbours and defending against i

What happens when you put competing neural networks in a Petri Dish and start changing the rules while they adapt?Last year we released Petri Dish NCA, where neural nets are the organisms that learn during simulation. Today we're releasing Digital Ecosystems: a browser-based platform for interactive artificial life research.The setup: several small CNNs share a 2D grid, each seeing only a 3x3 neighborhood. No global plan. They compete for territory by attacking neighbours and defending against i

256.3K views2 months ago

🚨 SCIENTISTS ARE NOW CREATING LIVING CELL STRUCTURES THAT CAN SELF-ORGANIZE INTO NEURON-LIKE NETWORKS.Researchers are building tiny living systems made entirely from cells no electronics, no machines. In recent experiments, these cell-based constructs have shown the ability to move on their own, self-repair, and in some cases begin forming organized structures similar to early nervous system tissue.This isn’t traditional robotics or artificial intelligence. These are living biological systems t

🚨 SCIENTISTS ARE NOW CREATING LIVING CELL STRUCTURES THAT CAN SELF-ORGANIZE INTO NEURON-LIKE NETWORKS.Researchers are building tiny living systems made entirely from cells no electronics, no machines. In recent experiments, these cell-based constructs have shown the ability to move on their own, self-repair, and in some cases begin forming organized structures similar to early nervous system tissue.This isn’t traditional robotics or artificial intelligence. These are living biological systems t

805 views3 weeks ago

x.comTheNewPhysics

Neurons

nobaproject.com

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

1.9K views2 months ago

x.comMars University

🚨 SCIENTISTS ARE NOW GROWING HUMAN BRAIN CELLS TO BUILD BIOCOMPUTERS.Researchers at Cortical Labs and FinalSpark are creating living biocomputers by growing tiny human brain organoids small spheres of neural tissue on multi-electrode arrays.These living systems can already perform computational tasks, respond to electrical and chemical stimuli, and even learn to play simple video games.Why this matters:• Biocomputers use far less energy than traditional AI systems• They can learn from much smal

1.4K views1 month ago

x.comTheNewPhysics

🚨 YOUR IMMUNE SYSTEM MAY BE THE OLDEST AI ON EARTH.Long before humans built neural networks…biology was already running search algorithms inside your body.Every second, trillions of immune cells scan for hidden threats:• predicting patterns• identifying mutations• remembering past attacks• adapting in real timeAnd it’s been evolving this system for over 500 MILLION years.The terrifying part?Your immune system doesn’t search the way computers do.It searches through massive parallel interactions

992 views1 month ago

x.comTheNewPhysics

Elon Musk: “In order to solve full self-driving properly, you have to solve real-world AI. The road networks are designed to work with a biological neural net — our brains — and with vision — our eyes.So, in order to make it work with computers, you need to solve real-world AI and vision. We need cameras and silicon neural nets for self-driving to work in a system designed for eyes and biological neural nets.When you put it that way, it’s quite obvious that the only way to solve full self-drivin

4.3K views3 months ago

x.comMars University

A Neural Network Can Grow New Neurons Where It Is Confused?In 1994, Bernd Fritzke published A Growing Neural Gas Network Learns Topologies. He introduced a network that starts small, follows incoming data, and inserts new neurons where its error is highest.In the animation, the fog is the drifting data. The glowing nodes are neurons. The fibers are learned connections. The network grows into a living skeleton of the manifold.

38.2K views1 month ago

x.comMathelirium

Neural tangent kernel: convergence and generalization in neural networks (invited paper) | Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing

Data augmentation of wearable sensor data for parkinson’s disease monitoring using convolutional neural networks | Proceedings of the 19th ACM International Conference on Multimodal Interaction

Neural Networks and Deep Learning: A Textbook | Guide books | ACM Digital Library

Convolutional Neural Network (CNN) in Deep Learning - GeeksforGeeks

geeksforgeeks.org

🚨 SCIENTISTS ARE USING AI TO REVEAL HOW THE UNIVERSE CREATES GOLD.Researchers have developed a neural network called RHINE that can simulate the extreme physics inside neutron star collisions far faster than traditional methods.Why this matters:• Neutron star mergers create many of the universe's heaviest elements• Including gold, platinum and uranium• AI can now model these cosmic explosions with unprecedented efficiency• This could help scientists better understand gravitational waves and the

769 views3 weeks ago

x.comTheNewPhysics

Fuzzy logic, neural networks, and soft computing | Communications of the ACM

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