深度认知神经每周讨论小组

主持: 相斌、丁宇

微信群: BC 深度认知神经

ZOOM 房间:

时间: 每周周二,北京时间晚上8点开始,晚上9点半结束

讨论会主题: 1. 每周读一篇脑科学领域内深度学习和模型相关的文章 2. 每次讨论会一个半小时 3. 每周一个报告人用半小时概括文章内容 4. 报告人提出三到五个问题带大家讨论

每周安排(时间 报告人 文章):

4月28号 相斌 If deep learning is the answer, then what is the question? (https://arxiv.org/abs/2004.07580)

5月5号

5月12号

5月19号

推荐文献(报告的同学最好在以下文章中选择):

  1. Using goal-driven deep learning models to understand sensory cortex
  2. A deep learning framework for neuroscience
  3. Stimulus- and goal-oriented frameworks for understanding natural vision
  4. Backpropagation and the brain
  5. Performance-optimized hierarchical models predict neural responses in higher visual cortex
  6. A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy
  7. Vector-based navigation using grid-like representations in artificial agents
  8. Deep Neural Networks: A New Framework for Modeling Biological Vision and Brain Information Processing
  9. Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex
  10. Direct Fit to Nature: An Evolutionary Perspective on Biological and Artificial Neural Networks