Claudia Clopath | DeepAI

AI Chat

Featured Co-authors

Yoshua Bengio
448 publications
Yann LeCun
125 publications
Yee Whye Teh
122 publications
Razvan Pascanu
87 publications
Surya Ganguli
56 publications
Timothy Lillicrap
52 publications
Raia Hadsell
41 publications
Mauricio Barahona
28 publications
Matthew Botvinick
27 publications
Murray Shanahan
27 publications
Soham De
26 publications

∙ 10/15/2022

Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution

Neuroscience has long been an important driver of progress in artificial...

23 Anthony Zador, et al. ∙

∙ 06/20/2022

When Does Re-initialization Work?

Re-initializing a neural network during training has been observed to im...

0 Sheheryar Zaidi, et al. ∙

∙ 05/18/2022

Maslow's Hammer for Catastrophic Forgetting: Node Re-Use vs Node Activation

Continual learning - learning new tasks in sequence while maintaining pe...

0 Sebastian Lee, et al. ∙

∙ 05/31/2021

A study on the plasticity of neural networks

One aim shared by multiple settings, such as continual learning or trans...

0 Tudor Berariu, et al. ∙

∙ 05/12/2021

CCN GAC Workshop: Issues with learning in biological recurrent neural networks

This perspective piece came about through the Generative Adversarial Col...

18 Luke Y. Prince, et al. ∙

∙ 05/11/2021

Spectral Normalisation for Deep Reinforcement Learning: an Optimisation Perspective

Most of the recent deep reinforcement learning advances take an RL-centr...

7 Florin Gogianu, et al. ∙

∙ 04/16/2020

Continual Reinforcement Learning with Multi-Timescale Replay

In this paper, we propose a multi-timescale replay (MTR) buffer for impr...

11 Christos Kaplanis, et al. ∙

∙ 07/20/2019

Learning spatiotemporal signals using a recurrent spiking network that discretizes time

Learning to produce spatiotemporal sequences is a common task the brain ...

0 Amadeus Maes, et al. ∙

∙ 02/01/2019

Policy Consolidation for Continual Reinforcement Learning

We propose a method for tackling catastrophic forgetting in deep reinfor...

14 Christos Kaplanis, et al. ∙

∙ 02/27/2018

A High GOPs/Slice Time Series Classifier for Portable and Embedded Biomedical Applications

Modern wearable rehabilitation devices and health support systems operat...

0 Hamid Soleimani, et al. ∙

∙ 02/20/2018

Continual Reinforcement Learning with Complex Synapses

Unlike humans, who are capable of continual learning over their lifetime...

0 Christos Kaplanis, et al. ∙

∙ 12/02/2016

Overcoming catastrophic forgetting in neural networks

The ability to learn tasks in a sequential fashion is crucial to the dev...

0 James Kirkpatrick, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world