Learning to solve the credit assignment problem
Backpropagation is driving today's artificial neural networks (ANNs). However, despite
extensive research, it remains unclear if the brain implements this algorithm. Among …
extensive research, it remains unclear if the brain implements this algorithm. Among …
Spiking allows neurons to estimate their causal effect
Neural plasticity can be seen as ultimately aiming at the maximization of reward. However,
the world is complicated and nonlinear and so are neurons' firing properties. A neuron …
the world is complicated and nonlinear and so are neurons' firing properties. A neuron …
Neural spiking for causal inference
BJ Lansdell, KP Kording - 2018 - europepmc.org
When a neuron is driven beyond its threshold it spikes, and the fact that it does not
communicate its continuous membrane potential is usually seen as a computational liability …
communicate its continuous membrane potential is usually seen as a computational liability …