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