1 code implementation • 18 Jul 2023 • William F. Podlaski, Christian K. Machens
Overall, our work proposes a new perspective on spiking networks that may serve as a starting point for a mechanistic understanding of biological spike-based computation.
1 code implementation • 8 Sep 2020 • Michele Nardin, James W Phillips, William F. Podlaski, Sander W Keemink
In contrast, the required connectivity for any computation in the form of a linear dynamical system can be directly derived and understood with the spike coding network (SCN) framework.
no code implementations • NeurIPS 2020 • William F. Podlaski, Christian K. Machens
Here, we show that feedforward network transformations can be effectively inverted through dynamics.
