"No one is harder on a talented person than the person themselves" - Linda Wilkinson ; "Trust your guts and don't follow the herd" ; "Validate direction not destination" ;

December 26, 2021

Perceptron vs Neuron

Neuron

  • Smallest unit of brain cell
  • 86 billion neurons in our brain 
  • Information captured in Retina, Passed to a projection (neurons) - Signals / Responses computed and decision taken
  • Receiving information through Dendrites
  • A computation or cell body does the processing
  • Outgoing data is sent via Axons
  • The learning activity of brain is Async

Perceptron

  • Aritifical simulation of neuron
  • Accepts inputs, weights and bias
  • Similar to the cell body here also collect all the information
  • Here information is processed with activation / decision function before passing to future layers
  • The learning activity is synchronous, Forward propagation, Error Computation, Backward propagation, and then the Next loop of forward propagation

A ton of things we don't know even about human body, how our body works and each organs coordinate with each other. 100% we do not have a failover mechanism for the heart. Live with abundant optimism and hope. 

It's one life. 

Stay Kind, Make it beautiful and peaceful. 

Keep Learning :)


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