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Learning Approaches

All videos

Home » Video category » Topics » Algorithms & Learning » Learning Approaches

STDP, e-prop, backprop-in-SNNs, reinforcement/continual learning, and plasticity mechanisms.

A neuromorphic normalization algorithm for stabilizing synaptic weights with application to dictionary learning in LCA | Diego Chavez Arana | 2022
A neuromorphic normalization algorithm for stabilizing...
April 1, 2022•
186views
2022 NICE,
Learning Approaches
event-NICE,
year-2022
Latent equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons | Paul Haider | 2022
Latent equilibrium: A unified learning theory for...
April 1, 2022•
76views
2022 NICE,
Learning Approaches
event-NICE,
speaker-Haider-Paul,
year-2022
Lifelong learning systems inspired by neural plasticity | Dhireesha Kudithipudi | 2022
Lifelong learning systems inspired by neural plasticity...
April 1, 2022•
73views
2022 NICE,
Learning Approaches
event-NICE,
year-2022
BitBrain and sparse binary coincidence (SBC) memories | Michael Hopkins | 2022
BitBrain and sparse binary coincidence (SBC) memories |...
April 1, 2022•
23views
2022 NICE,
Learning Approaches,
Theoretical Frameworks
event-NICE,
year-2022
Event-based Backpropagation for Exact Gradients in Spiking Neural Networks | Christian Pehle | 2021
Event-based Backpropagation for Exact Gradients in...
November 2, 2021•
152views
2021 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Pehle-Christian,
year-2021
Understanding the role of neural heterogeneity in learning | Nicolas Perez Nieves | 2021
Understanding the role of neural heterogeneity in...
November 2, 2021•
64views
2021 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Nieves-Nicolas,
year-2021
Unsupervised Spiking Neural Networks | Tara Hamilton | 2021
Unsupervised Spiking Neural Networks | Tara Hamilton | 2021
November 2, 2021•
114views
2021 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Hamilton-Tara,
year-2021
Dendritic balance enables local representation learning in spiking neural networks | Viola Priesemann | 2021
Dendritic balance enables local representation learning...
November 2, 2021•
50views
2021 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Priesemann-Viola,
year-2021
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