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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.

Spike timing-based unsupervised learning of orientation, disparity, and motion representations SNN | Thomas Barbier | 2021
Spike timing-based unsupervised learning of orientation,...
June 19, 2021•
96views
2021 CVPR Workshop on Event-based Vision,
Learning Approaches
event-CVPR,
org-CNRS,
year-2021
Relational neurogenesis: For lifelong learning agents | Tej Pandit | 2021
Relational neurogenesis: For lifelong learning agents |...
March 19, 2021•
4views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Pandit-Tej,
year-2021
Fast and deep: energy-efficient neuromorphic learning with first-spike times | Julian Goeltz | 2021
Fast and deep: energy-efficient neuromorphic learning...
March 19, 2021•
2views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Goeltz-Julian,
year-2021
Beyond Backprop: Different approaches to credit assingment in neural nets | Irina Rish | 2021
Beyond Backprop: Different approaches to credit...
March 19, 2021•
62views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Rish-Irina,
year-2021
Implementing backpropagation for learning on neuromorphic spiking hardware | Andrew Sornborger | 2021
Implementing backpropagation for learning on...
March 19, 2021•
1views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Sornborger-Andrew,
year-2021
STDP leads to efficient coding of predictions | Pau Aceituno | 2021
STDP leads to efficient coding of predictions | Pau...
March 19, 2021•
43views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Aceituno-Pau,
year-2021
SLAYER for Loihi | Sumit Bam Shrestha | 2021
SLAYER for Loihi | Sumit Bam Shrestha | 2021
March 19, 2021•
0views
2021 NICE,
Learning Approaches
event-NICE,
org-Intel,
speaker-Shrestha-Bam-Sumit,
year-2021
Natural-gradient learning for spiking neurons | Elena Kreutzer | 2021
Natural-gradient learning for spiking neurons | Elena...
March 19, 2021•
9views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Kreutzer-Elena,
year-2021
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