On Synaptic Learning Rules For Spiking Neurons - With Friedemann Zenke - #11 Theoretical Neuroscience podcast

Artwork

Science Biology Physics Gaute Einevoll

Innhold levert av Gaute Einevoll. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Gaute Einevoll eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

Theoretical Neuroscience Podcast « »
On synaptic learning rules for spiking neurons - with Friedemann Zenke - #11

5M ago 1:30:44

Del

MP3•Episoder hjem

Innhold levert av Gaute Einevoll. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Gaute Einevoll eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

Today’s AI is largely based on supervised learning of neural networks using the backpropagation-of-error synaptic learning rule. This learning rule relies on differentiation of continuous activation functions and is thus not directly applicable to spiking neurons.

Today’s guest has developed the algorithm SuperSpike to address the problem. He has also recently developed a biologically more plausible learning rule based on self-supervised learning. We talk about both.

… continue reading

18 episoder

#Science #Biology #Physics #Gaute Einevoll

Artwork

On synaptic learning rules for spiking neurons - with Friedemann Zenke - #11

Theoretical Neuroscience Podcast

published 5M ago

Del

MP3•Episoder hjem

Innhold levert av Gaute Einevoll. Alt podcastinnhold, inkludert episoder, grafikk og podcastbeskrivelser, lastes opp og leveres direkte av Gaute Einevoll eller deres podcastplattformpartner. Hvis du tror at noen bruker det opphavsrettsbeskyttede verket ditt uten din tillatelse, kan du følge prosessen skissert her https://no.player.fm/legal.

Today’s AI is largely based on supervised learning of neural networks using the backpropagation-of-error synaptic learning rule. This learning rule relies on differentiation of continuous activation functions and is thus not directly applicable to spiking neurons.

Today’s guest has developed the algorithm SuperSpike to address the problem. He has also recently developed a biologically more plausible learning rule based on self-supervised learning. We talk about both.

… continue reading

18 episoder

#Science #Biology #Physics #Gaute Einevoll

Alle episoder

×

Velkommen til Player FM!

Player FM scanner netter for høykvalitets podcaster som du kan nyte nå. Det er den beste podcastappen og fungerer på Android, iPhone og internett. Registrer deg for å synkronisere abonnement på flere enheter.

Lytt til 500+ tema