List of Papers/Publications

The following is a list of current papers that use ngc-learn (this list will be actively updated as we discover others that use ngc-learn):

  1. Ororbia, A., and Kifer, D. The neural coding framework for learning generative models. Nature Communications 13, 2064 (2022).

  2. Ororbia, A., and Mali, A. Backprop-free reinforcement learning with active neural generative coding. Proceedings of the aaai conference on artificial intelligence (2022).

  3. Ororbia, A. “Spiking neural predictive coding for continual learning from data streams.” arXiv preprint arXiv:1908.08655 (2019).

  4. Ororbia, A, and Kelly, M. Alex. “CogNGen: Constructing the Kernel of a Hyperdimensional Predictive Processing Cognitive Architecture.” arXiv preprint arXiv:2204.00619 (2022).