research
∙
05/20/2022
Nothing makes sense in deep learning, except in the light of evolution
Deep Learning (DL) is a surprisingly successful branch of machine learni...
share
research
∙
05/18/2020
PDE constraints on smooth hierarchical functions computed by neural networks
Neural networks are versatile tools for computation, having the ability ...
research
∙
06/03/2019
Learning to solve the credit assignment problem
Backpropagation is driving today's artificial neural networks (ANNs). Ho...
research
∙
04/04/2019
On functions computed on trees
Any function can be constructed using a hierarchy of simpler functions t...
research
∙
11/01/2018
Towards learning-to-learn
In good old-fashioned artificial intelligence (GOFAI), humans specified ...
research
∙
11/21/2017