Human Brain(Biological Neuron Network) |
Computers(Artificial Neuron Network) |
The human brain works asynchronously |
Computers(ANN) work synchronously. |
Biological Neurons compute slowly (several ms per computation) |
Artificial Neurons compute fast (<1 nanosecond per computation) |
The brain represents information in a distributed way because neurons are unreliable and could die any time. |
In computer programs every bit has to function as intended otherwise these programs would crash. |
Our brain changes their connectivity over time to represents new information and requirements imposed on us. |
The connectivity between the electronic components in a computer never change unless we replace its components. |
Biological neural networks have complicated topologies. |
ANNs are often in a tree structure. |
Researchers are still to find out how the brain actually learns. |
ANNs use Gradient Descent for learning. |