BI NMA 02: Dynamical Systems Panel
Panelists: Adrienne [email protected] [email protected] [email protected] 054 Kanaka Rajan: How Do We Switch Behaviors? This is the second in a series of panel discussions in collaboration with Neuromatch Academy, the online comp
July 15, 20211h 15m
Audio is streamed directly from the publisher (braininspired.co) as published in their RSS feed. Play Podcasts does not host this file. Rights-holders can request removal through the copyright & takedown page.
Show Notes
Panelists:
This is the second in a series of panel discussions in collaboration with Neuromatch Academy, the online computational neuroscience summer school. In this episode, the panelists discuss their experiences with linear systems, real neurons, and dynamic networks.
Other panels:
- First panel, about model fitting, GLMs/machine learning, dimensionality reduction, and deep learning.
- Third panel, about stochastic processes, including Bayes, decision-making, optimal control, reinforcement learning, and causality.
- Fourth panel, about basics in deep learning, including Linear deep learning, Pytorch, multi-layer-perceptrons, optimization, & regularization.
- Fifth panel, about “doing more with fewer parameters: Convnets, RNNs, attention & transformers, generative models (VAEs & GANs).
- Sixth panel, about advanced topics in deep learning: unsupervised & self-supervised learning, reinforcement learning, continual learning/causality.