Thomas C. Knowles

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 4

Top Topics

Learning Algorithm

Spiking Neural Networks

Biologically Inspired

Top Venues

Frontiers Neurorobotics

Frontiers Robotics AI

Living Machines

Publications

Rachael Stentiford, Thomas C. Knowles, Benedikt Feldoto, Deniz Ergene, Fabrice O. Morin, Martin J. Pearson
Integrating Spiking Neural Networks and Deep Learning Algorithms on the Neurorobotics Platform. Living Machines (2022)
Rachael Stentiford, Thomas C. Knowles, Martin J. Pearson
A Spiking Neural Network Model of Rodent Head Direction Calibrated With Landmark Free Learning. Frontiers Neurorobotics 16 (2022)
Martin J. Pearson, Shirin Dora, Oliver Struckmeier, Thomas C. Knowles, Ben Mitchinson, Kshitij Tiwari, Ville Kyrki, Sander M. Bohté, Cyriel M. A. Pennartz
Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers Robotics AI 8 (2021)
Thomas C. Knowles, Rachael Stentiford, Martin J. Pearson
WhiskEye: A Biomimetic Model of Multisensory Spatial Memory Based on Sensory Reconstruction. TAROS (2021)