Neural network

• Gradient descent
• Recurrent neural network
  • Echo state network, Liquid state machine
• Neural architecture and function
• Neural Turing machine

Biological neural network

• Luo2021architectures: Architectures of neuronal circuits

Using biological neural network for machine learning

• (A Bit of) Biological Neural Networks – Part I, Spiking Neurons by Jack Terwilliger
  • Synapses, (A Bit of) Biological Neural Networks

Application

• word2vec
• My solution for the Galaxy Zoo challenge

Talks

• Machine perception with neural networks by Ilya Sutskever