​Unveiling the Future of AI: BINNs–Biologically Inspired Neural Networks

  • Biologically Inspired Neural Networks (BINNs) are a subset of artificial neural networks which derive inspiration from biological systems.
  • Spiking Neural Networks (SNNs) derive inspiration from the behaviour of biological neurons, in which spikes or action potentials are used to transmit information.
  • SNNs are used in neuroscience research to simulate biological neural activity.
  • A liquid state machine (LSM) is a type of reservoir computer that uses a spiking neural network.An LSM consists of a large collection of units (called nodes, or neurons).
  • Time-series prediction, Speech recognition and Echo State networks (ESNs) are the some applications of LSM.
  • Long Short-Term Memory (LSTM) ....
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