Integrating spiking neural networks and deep learning algorithms on the neurorobotics platform
(2022)
Presentation / Conference
Stentiford, R., Knowles, T. C., Feldoto, B., Ergene, D., Morin, F. O., & Pearson, M. J. (2022, July). Integrating spiking neural networks and deep learning algorithms on the neurorobotics platform. Paper presented at Living Machines 2022, Case Western Reserve University, Cleveland, Ohio, United States
We present a neurorobotic model that can associate self motion (odometry) with vision to correct for drift in a spiking neural network model of head direction based closely on known rodent neurophys-iology. We use a deep predictive coding network to... Read More about Integrating spiking neural networks and deep learning algorithms on the neurorobotics platform.