Neuroscience-Inspired Artificial Intelligence: Neuron

For more references, see the last slide here:

AI and Neuroscience: Bridging the Gap, plenary talk. Neuro-Inspired Computing Elements (NICE) conference, March 2019.

Machine Learning

Continual- and Meta-Learning

Time series and Recurrent Neural Nets

Attention in ML

Bandits

Optimization in Deep Networks

Dictionary Learning, NNs and hybrid architectures

Generative Adversarial Networks (GANs)

Learning Sparse Graphical Models

Beyond Lasso

Iterative Thresholding and Related Methods

NLP

Neuroscience

Stability vs Plasticity

Neuroscience and Artificial NNs

Attention in Brain

Reward Processing and Reinforcement Learning

Neurotransmitters

Neurogenesis

Computational Psychiatry

Neuroimaging

Brain-inspired AI Researchers:

Risto Miikkulainen