Skip to main content

Research Repository

Advanced Search

All Outputs (9)

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.

Advancing whisker based navigation through the implementation of bio-inspired whisking strategies (2016)
Presentation / Conference
Salman, M., & Pearson, M. (2016, December). Advancing whisker based navigation through the implementation of bio-inspired whisking strategies. Paper presented at IEEE International Conference On Robotics And Biomimetics (ROBIO 2016), Qingdao, China

An active whisking tactile sensor array has been successfully integrated with the RatSLAM algorithm and demonstrated as capable of reducing error in pose estimates of a mobile robot. A new metric for evaluating the performance of RatSLAM is introdu... Read More about Advancing whisker based navigation through the implementation of bio-inspired whisking strategies.

Whisker texture classification with uncertain contact pose geometry (2012)
Presentation / Conference
Evans, M., Pearson, M., Prescott, T. J., & Fox, C. W. (2012, October). Whisker texture classification with uncertain contact pose geometry. Paper presented at IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2012), Vilamoura, Algarve [Portugal]

Tactile sensing can be an important source of information for robots, and texture discrimination in partic- ular is useful in object recognition and terrain identification. Whisker based tactile sensing has recently been shown to be a promising a... Read More about Whisker texture classification with uncertain contact pose geometry.

Predictive prey pursuit in a whiskered robot (2012)
Presentation / Conference
Mitchinson, B., Pearson, M., Pipe, A. G., & Prescott, T. J. (2012, August). Predictive prey pursuit in a whiskered robot. Paper presented at FIRA-TAROS congress, Bristol, UK

Highly active small mammals need to capture prey rapidly and with a high success rate if they are to survive. We consider the case of the Etruscan shrew, which hunts prey including crickets almost as large as itself, and relies on its whiskers (vibri... Read More about Predictive prey pursuit in a whiskered robot.

The emergence of action sequences from spatial attention: Insight from rodent-like robots (2012)
Presentation / Conference
attention: Insight from rodent-like robots. Paper presented at Living Machines 2012, Barcelona, Spain

Animal behaviour is rich, varied, and smoothly integrated. One plausible model of its generation is that behavioural sub-systems compete to command effectors. In small terrestrial mammals, many behaviours are underpinned by foveation, since important... Read More about The emergence of action sequences from spatial attention: Insight from rodent-like robots.

Brain-inspired Bayesian perception for biomimetic robot touch (2012)
Presentation / Conference
Lepora, N., Sullivan, C., Mitchinson, B., Pearson, M., Gurney, K., & Prescott, T. J. (2012, May). Brain-inspired Bayesian perception for biomimetic robot touch. Paper presented at IEEE International Conference on Robotics and Automation, Saint Paul, Minnesota, USA

Studies of decision making in animals suggest a neural mechanism of evidence accumulation for competing percepts according to Bayesian sequential analysis. This model of perception is embodied in a biomimetic tactile sensing robot based on the ro... Read More about Brain-inspired Bayesian perception for biomimetic robot touch.

Artificial active whiskers for guiding underwater autonomous walking robots (2011)
Presentation / Conference
Rooney, T., Pearson, M., Welsby, J., Horsfield, I., Sewell, R., & Dogramadzi, S. (2011, September). Artificial active whiskers for guiding underwater autonomous walking robots. Paper presented at CLAWAR 2011, Paris, France

A low-cost, biologically inspired underwater walking robot (see Fig. 1) has been designed and built to covertly explore the seabed and to determine properties of submerged objects in obscure and inaccessible underwater locations. This paper focuses o... Read More about Artificial active whiskers for guiding underwater autonomous walking robots.