Heterogeneous spiking framework with self-inhibiting neurons (IMAGE)
Caption
At the neuron level, the inhibiting autapse is incorporated into the leaky integrate-and-fire neuron model, resulting in a highly parameterized microcircuit with memory ability. At the learning level, a bi-level optimization is employed to guide the nested learning of neuron-level parameters and network-level parameters, thereby producing a heterogeneous neural network with enhanced memory and learning capacity.
Credit
©Science China Press
Usage Restrictions
Use with credit.
License
Original content