With growing model complexity, mapping spiking neural network (SNN)-based applications to tile-based neuromorphic hardware is becoming increasingly challenging. This because the synaptic storage resources on a tile, viz., crossbar, can accommodate only fixed number of presynaptic connections per postsynaptic neuron. For complex SNN models that have many neuron, some may need be pruned after tra...

The whole map of nematode connectomes provides important structural data for exploring the behavioral mechanism nematodes, but to further reveal functional importance and resilience pattern neurons, it is necessary effectively couple regulatory relationship between neurons their topology. Here, with a typical signal excitation function we propose model capture interacting because differential e...

Neuronal firing and neuron-to-neuron synaptic wiring are currently widely described as orchestrated by astrocytes—elaborately ramified glial cells tiling the cortical hippocampal space into non-overlapping domains, each covering hundreds of individual dendrites thousands synapses. A key component to astrocytic signaling is dynamics cytosolic Ca 2+ which displays multiscale spatiotemporal patter...