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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.

Implementing backpropagation for learning on neuromorphic spiking hardware | Andrew Sornborger | 2021
Implementing backpropagation for learning on...
March 19, 2021•
0views
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•
12views
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•
0views
2021 NICE,
Learning Approaches
event-NICE,
speaker-Kreutzer-Elena,
year-2021
Training Embedded AI/ML Using Synthetic Data: tinyML Talks - Ian Campbell
31:34
Training Embedded AI/ML Using Synthetic Data: tinyML...
December 8, 2020•
49views
Learning Approaches
event-TinyML,
speaker-Campbell-Ian,
year-2020
Brains@Bay Meetup - Alternatives to Backpropagation in Neural Networks (Nov 18, 2020)
2:14:19
Brains@Bay Meetup – Alternatives to...
November 18, 2020•
40views
Learning Approaches
org-Numenta,
year-2020
Event-triggered learning - Sebastian Trimpe - Keynote EBCCSP 2020
51:43
Event-triggered learning – Sebastian Trimpe...
September 28, 2020•
70views
Learning Approaches
event-EBCCSP,
speaker-Trimpe-Sebastian,
type-keynote,
year-2020
Large Associative Memory Problem in Neurobiology and Machine Learning - Dmitry Krotov, PhD
53:01
Large Associative Memory Problem in Neurobiology and...
September 3, 2020•
116views
Learning Approaches
org-IBM,
speaker-Krotov-Dmitry,
year-2020
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