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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.

Behavioral Timescale Synaptic Plasticity (BTSP) for credit assignment | Alessandro Galloni | 2022
Behavioral Timescale Synaptic Plasticity (BTSP) for...
November 9, 2022•
90views
2022 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Galloni-Alessandro,
year-2022
Training Dynamic Spiking Neural Network via Forward Propagation Through Time | Bojian Yin | 2022
Training Dynamic Spiking Neural Network via Forward...
November 9, 2022•
84views
2022 SNUFA Workshop,
Learning Approaches
event-SNUFA,
speaker-Yin-Bojian,
year-2022
The Forward-Forward Algorithm -  Prof. Geoffrey Hinton - Honorary Keynote MoroccoAI Conference 2022
49:48
The Forward-Forward Algorithm – Prof. Geoffrey...
October 28, 2022•
120views
Learning Approaches
speaker-Hinton-Geoffrey,
type-keynote,
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•
101views
2022 NICE,
Learning Approaches,
Platforms & Architectures
event-NICE,
speaker-Lindsey-Jack,
year-2022
Online learning in SNNs with e-prop and neuromorphic hardware | Adam Perrett | 2022
Online learning in SNNs with e-prop and neuromorphic...
April 1, 2022•
77views
2022 NICE,
Learning Approaches
event-NICE,
speaker-Perrett-Adam,
year-2022
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•
130views
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•
20views
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•
2views
2022 NICE,
Learning Approaches
event-NICE,
speaker-Schmidgall-Samuel,
year-2022
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