Simulating visual spiking neural networks using real life experimental data is HARD, but it's one of the main objectives of SOLIS!
#neuralnetwork #STDP #SRDP #simulation

The obsession with STDP is a category error. It's studying a soldier's local reflex (if neighbor shoots, I shoot) & expecting to find strategy.

Backprop is real strategy: the general's command broadcast after the battle.

They're mistaking the twitch for the thought.

#IPWT #STDP #MLSky

Want to know what synaptic plasticity rules operate in-vivo to support learning? Read our new paper, combining computational modeling and analysis of place field trajectories during familiarization to novel environments.
#BTSP #STDP #hippocampus #CA1 #CA3
#FirstBlueskyTweet

S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks

Marco Paul E. Apolinario, Kaushik Roy

Action editor: Sebastian Tschiatschek

https://openreview.net/forum?id=CNaiJRcX84

#spiking #temporal #stdp