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Artificial Intelligence and Neural Networks Research Group

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Sensorimotor Processing

We also build neural network models of various sensory and motor skills. These include models of visual attention and visual object classification, and models of motor learning and motor control. Some representative publications are listed below. 

• H Walles, A Robins and A Knott. A PERCEPTUALLY GROUNDED MODEL OF THE SINGULAR-PLURAL DISTINCTION. Language and Cognition 6(3):1-43 (2014).
• J. Lee-Hand and A. Knott: LEARNING AND REPRESENTATION OF CAUSATIVE MOTOR ACTIONS: A NEURAL NETWORK MODEL AND ITS USE IN AN EMBODIED THEORY OF LANGUAGE. Proceedings of the 35th Annual Meeting of the Cognitive Science Society (CogSci) 2013.
• A Webb, A Knott and M MacAskill. EYE MOVEMENTS DURING TRANSITIVE ACTION OBSERVATION HAVE SEQUENTIAL STRUCTURE. Acta Psychologica 133:51-56 (2010)
• H Walles, A Knott and A Robins. A MODEL OF CARDINALITY BLINDNESS IN INFEROTEMPORAL CORTEX. Biological Cybernetics 98:427-437 (2008).

Research into vision from an engineering perspective is a focus of one of our other research groups: the Graphics and Vision research group.