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List of works by Adam Santoro

A simple neural network module for relational reasoning ⬇️

academic article

Assessing the Scalability of Biologically-Motivated Deep Learning Algorithms and Architectures ⬇️

scholarly article by Sergey Bartunov et al published 2018 in Advances in Neural Information Processing Systems 31

Backpropagation and the brain

scientific article published on 17 April 2020

Backpropagation through time and the brain

scientific article published on 07 March 2019

Building machines that learn and think for themselves

scientific article published in January 2017

Chasing the trace

scientific article published on 22 October 2014

Elevation of hippocampal neurogenesis induces a temporally-graded pattern of forgetting of contextual fear memories

scientific article published on 16 February 2018

Is coding a relevant metaphor for building AI?

scientific article published on 28 November 2019

Memory Transformation Enhances Reinforcement Learning in Dynamic Environments.

scientific article published in November 2016

One-shot Learning with Memory-Augmented Neural Networks ⬇️

article published in 2016

Patterns across multiple memories are identified over time.

scientific article published on June 2014

Reassessing pattern separation in the dentate gyrus ⬇️

scientific article published on July 30, 2013

Relational inductive biases, deep learning, and graph networks ⬇️

article

Relational recurrent neural networks ⬇️

scholarly article by Adam Santoro et al published 2018 in Advances in Neural Information Processing Systems 31

Structural foundations of optogenetics: Determinants of channelrhodopsin ion selectivity

scientific article

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