Next-Generation Recurrent Network Models for Cognitive Neuroscience

Next-Generation Recurrent Network Models for Cognitive Neuroscience

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Next Generation Recurrent Neural Network Models for Cognitive Neuroscience

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1 of 12

Next Generation Recurrent Neural Network Models for Cognitive Neuroscience

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Next-Generation Recurrent Network Models for Cognitive Neuroscience

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  1. 1 Next Generation Recurrent Neural Network Models for Cognitive Neuroscience
  2. 2 How can artificial neural networks help us understand brains and minds?
  3. 3 Recurrent Neural Networks for cognitive neuroscience
  4. 4 How does the same circuit perform many tasks?
  5. 5 A single network is trained to perform many cognitive tasks
  6. 6 Clusters are causal to good performance
  7. 7 Continual learning of many cognitive tasks
  8. 8 Short-term memory Persistent activity, synaptic plasticity, or both?
  9. 9 Neural networks with short-term plasticity for short-term memory tasks
  10. 10 More persistent activity in lasks that require more manipulation
  11. 11 Opinion The bottleneck for multi-area models is not engineering
  12. 12 Discussion How do we build next-gen ANN models with style?

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