All Outputs (10)

A spiking neural network model of rodent head direction calibrated with landmark free learning (2022)
Journal Article
Stentiford, R., Knowles, T. C., & Pearson, M. J. (2022). A spiking neural network model of rodent head direction calibrated with landmark free learning. Frontiers in Neurorobotics, 16, -. https://doi.org/10.3389/fnbot.2022.867019

Maintaining a stable estimate of head direction requires both self-motion (idiothetic) information and environmental (allothetic) anchoring. In unfamiliar or dark environments idiothetic drive can maintain a rough estimate of heading but is subject t... Read More about A spiking neural network model of rodent head direction calibrated with landmark free learning.

Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding (2021)
Journal Article
Pearson, M. J., Dora, S., Struckmeier, O., Knowles, T. C., Mitchinson, B., Tiwari, K., …Pennartz, C. M. (2021). Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding. Frontiers in Robotics and AI, 8, Article 732023. https://doi.org/10.3389/frobt.2021.732023

Recognising familiar places is a competence required in many engineering applications that interact with the real world such as robot navigation. Combining information from different sensory sources promotes robustness and accuracy of place recogniti... Read More about Multimodal Representation Learning for Place Recognition Using Deep Hebbian Predictive Coding.

A multizone cerebellar chip for bioinspired adaptive robot control and sensorimotor processing (2021)
Journal Article
Wilson, E. D., Assaf, T., Rossiter, J. M., Dean, P., Porrill, J., Anderson, S. R., & Pearson, M. J. (2021). A multizone cerebellar chip for bioinspired adaptive robot control and sensorimotor processing. Interface, 18(174), https://doi.org/10.1098/rsif.2020.0750

The cerebellum is a neural structure essential for learning, which is connected via multiple zones to many different regions of the brain, and is thought to improve human performance in a large range of sensory, motor and even cognitive processing ta... Read More about A multizone cerebellar chip for bioinspired adaptive robot control and sensorimotor processing.

Fast, flexible closed-loop feedback: Tracking movement in “real-millisecond-time” (2019)
Journal Article
Sehara, K., Bahr, V., Mitchinson, B., Pearson, M. J., Larkum, M. E., & Sachdev, R. N. S. (2019). Fast, flexible closed-loop feedback: Tracking movement in “real-millisecond-time”. eNeuro, 6(6), https://doi.org/10.1523/eneuro.0147-19.2019

© 2019 Sehara et al. One of the principal functions of the brain is to control movement and rapidly adapt behavior to a changing external environment. Over the last decades our ability to monitor activity in the brain, manipulate it while also manipu... Read More about Fast, flexible closed-loop feedback: Tracking movement in “real-millisecond-time”.

Cerebellar-inspired algorithm for adaptive control of nonlinear dielectric elastomerbased artificial muscle (2016)
Journal Article
Pearson, M. J., Wilson, E. D., Assaf, T., Pearson, M., Rossiter, J. M., Anderson, S. R., …Dean, P. (2016). Cerebellar-inspired algorithm for adaptive control of nonlinear dielectric elastomerbased artificial muscle. Interface, 13(122), https://doi.org/10.1098/rsif.2016.0547

© 2016 The Author(s) Published by the Royal Society. All rights reserved. Electroactive polymer actuators are important for soft robotics, but can be difficult to control because of compliance, creep and nonlinearities. Because biological control mec... Read More about Cerebellar-inspired algorithm for adaptive control of nonlinear dielectric elastomerbased artificial muscle.

Biohybrid control of general linear systems using the adaptive filter model of cerebellum (2015)
Journal Article
Wilson, E. D., Assaf, T., Pearson, M. J., Rossiter, J. M., Dean, P., Anderson, S. R., & Porrill, J. (2015). Biohybrid control of general linear systems using the adaptive filter model of cerebellum. Frontiers in Neurorobotics, 9(JUL), https://doi.org/10.3389/fnbot.2015.00005

© 2015 Wilson, Assaf, Pearson, Rossiter, Dean, Anderson and Porrill. The adaptive filter model of the cerebellar microcircuit has been successfully applied to biological motor control problems, such as the vestibulo-ocular reflex (VOR), and to sensor... Read More about Biohybrid control of general linear systems using the adaptive filter model of cerebellum.

The effect of whisker movement on radial distance estimation: A case study in comparative robotics (2013)
Journal Article
estimation: A case study in comparative robotics. Frontiers in Neurorobotics, 6(12), https://doi.org/10.3389/fnbot.2012.00012

Whisker movement has been shown to be under active control in certain specialist animals such as rats and mice. Though this whisker movement is well characterized, the role and effect of this movement on subsequent sensing is poorly understood. One... Read More about The effect of whisker movement on radial distance estimation: A case study in comparative robotics.

Towards tactile sensing applied to underwater autonomous vehicles for near shore survey and de-mining (2012)
Journal Article
Rooney, T., Pipe, A. G., Dogramadzi, S., & Pearson, M. (2012). Towards tactile sensing applied to underwater autonomous vehicles for near shore survey and de-mining. Lecture Notes in Artificial Intelligence, 7429, 463-464. https://doi.org/10.1007/978-3-642-32527-4_60

Artificial tactile whisker sensors demonstrate an approach to localisation that is robust to harsh environmental disturbances, endowing autonomous systems with the ability to operate effectively in confined, noisy and visually occluded spaces, such a... Read More about Towards tactile sensing applied to underwater autonomous vehicles for near shore survey and de-mining.

Whisking with robots: From rat vibrissae to biomimetic technology for active touch (2009)
Journal Article
Prescott, T. J., Pearson, M., Mitchinson, B., Sullivan, J. C. W., & Pipe, A. G. (2009). Whisking with robots: From rat vibrissae to biomimetic technology for active touch. IEEE Robotics and Automation Magazine, 16(3), 42-50. https://doi.org/10.1109/MRA.2009.933624

This article summarizes some of the key features of the rat vibrissal system, including the actively controlled sweeping movements of the vibrissae known as whisking, and reviews the past and ongoing research aimed at replicating some of this functio... Read More about Whisking with robots: From rat vibrissae to biomimetic technology for active touch.

Contact type dependency of texture classification in a whiskered mobile robot (2009)
Journal Article
Fox, C. W., Mitchinson, B., Pearson, M., Pipe, A. G., & Prescott, T. J. (2009). Contact type dependency of texture classification in a whiskered mobile robot. Autonomous Robots, 26(4), 223-239. https://doi.org/10.1007/s10514-009-9109-z

Actuated artificial whiskers modeled on rat macrovibrissae can provide effective tactile sensor systems for autonomous robots. This article focuses on texture classification using artificial whiskers and addresses a limitation of previous studies, na... Read More about Contact type dependency of texture classification in a whiskered mobile robot.