active-dendrites

Brain-inspired AI in PyTorch: simulate spiking neural networks (LIF/AdEx, STDP, dendrites, delays) on GPU and build Thousand Brains / HTM models (spatial pooler, temporal memory, grid cells, active dendrites, predictive coding)

Model of memory linking through memory allocation (Kastellakis et al. 2016)

CA3 hippocampal pyramidal neuron with voltage-clamp intrinsic conductance data (Traub et al 1991)

A model of slow motor unit (Kim, 2017)

Locational influence of dendritic PIC on input-output properties of spinal motoneurons (Kim 2017)

Simulate validated spiking neural networks, HTM, and predictive coding models in PyTorch with exact mathematical testing.

CA3 pyramidal cell: rhythmogenesis in a reduced Traub model (Pinsky, Rinzel 1994)

Signal integration in a CA1 pyramidal cell (Graham 2001)