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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•
100views
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•
6views
2022 NICE,
Learning Approaches
event-NICE,
speaker-Haider-Paul,
year-2022
Scale lifelong learning: Spiking neurons as a solution to instability in plastic neural networks | Samuel Schmidgall | 2022
Scale lifelong learning: Spiking neurons as a solution...
April 1, 2022•
0views
2022 NICE,
Learning Approaches
event-NICE,
speaker-Schmidgall-Samuel,
year-2022
Materials Matter: How biologically inspired alternatives to conventional neural networks improve meta-learning and continual-learning | Jeff Clune | 2022
Materials Matter: How biologically inspired alternatives...
April 1, 2022•
82views
2022 NICE,
Learning Approaches
event-NICE,
year-2022
Sequence learning and consolidation on loihi using on-chip plasticity | Jack Lindsey | 2022
Sequence learning and consolidation on loihi using...
April 1, 2022•
55views
2022 NICE,
Learning Approaches,
Platforms & Architectures
event-NICE,
speaker-Lindsey-Jack,
year-2022
Lifelong learning systems inspired by neural plasticity | Dhireesha Kudithipudi | 2022
Lifelong learning systems inspired by neural plasticity...
April 1, 2022•
11views
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•
0views
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•
62views
2021 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Pehle-Christian,
year-2021
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