Bernd Illing

According to our database, Bernd Illing authored at least 4 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Local plasticity rules can learn deep representations using self-supervised contrastive predictions.

Bernd Illing, Jean Ventura, Guillaume Bellec, Wulfram Gerstner

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Towards truly local gradients with CLAPP: Contrastive, Local And Predictive Plasticity.

Bernd Illing, Wulfram Gerstner, Guillaume Bellec

CoRR, 2020

2019

Biologically plausible deep learning - But how far can we go with shallow networks?

Bernd Illing, Wulfram Gerstner, Johanni Brea

Neural Networks, 2019

Weight-space symmetry in deep networks gives rise to permutation saddles, connected by equal-loss valleys across the loss landscape.

Johanni Brea, Berfin Simsek, Bernd Illing, Wulfram Gerstner

CoRR, 2019