STDP+ and homeostatic plasticity can compute the exact gradient of a SIGReg-like loss using only local signals, verified in a clustering task and on MNIST.
hub
Title resolution pending
1 Pith paper cite this work, alongside 3,331 external citations. Polarity classification is still indexing.
1
Pith paper citing it
3,331
external citations · OpenAlex
hub tools
fields
cs.NE 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Local Synaptic Rules Can Implement a SIGReg Gradient Without Backpropagation
STDP+ and homeostatic plasticity can compute the exact gradient of a SIGReg-like loss using only local signals, verified in a clustering task and on MNIST.