Hierarchical binding in convolutional neural networks: Making adversarial attacks geometrically challenging.
Neural Networks, 2022
A Computational Account of the Role of Cochlear Nucleus and Inferior Colliculus in Stabilizing Auditory Nerve Firing for Auditory Category Learning.
Neural Comput., 2018
Harmonic Training and the Formation of Pitch Representation in a Neural Network Model of the Auditory Brain.
Frontiers Comput. Neurosci., 2016
Architectural constraints are a major factor reducing path integration accuracy in the rat head direction cell system.
Frontiers Comput. Neurosci., 2015
A self-organizing model of perisaccadic visual receptive field dynamics in primate visual and oculomotor system.
Frontiers Comput. Neurosci., 2015
The Development of Hand-Centered Visual Representations in the Primate Brain: A Computer Modeling Study Using Natural Visual Scenes.
Frontiers Comput. Neurosci., 2015
Computational Modelling of the Neural Representation of Object Shape in the Primate Ventral Visual System.
Frontiers Comput. Neurosci., 2015
STDP in lateral connections creates category-based perceptual cycles for invariance learning with multiple stimuli.
Biol. Cybern., 2015
Neural Network Modelling of Hierarchical Motor Function in the Brain.
Proceedings of the Computational and Robotic Models of the Hierarchical Organization of Behavior, 2013
Learning view invariant recognition with partially occluded objects.
Frontiers Comput. Neurosci., 2012
Transform-invariant visual representations in self-organizing spiking neural networks.
Frontiers Comput. Neurosci., 2012
Path integration of head direction: updating a packet of neural activity at the correct speed using neuronal time constants.
Biol. Cybern., 2010
Learning transform invariant object recognition in the visual system with multiple stimuli present during training.
Neural Networks, 2008
Learning movement sequences with a delayed reward signal in a hierarchical model of motor function.
Neural Networks, 2007
Invariant Global Motion Recognition in the Dorsal Visual System: A Unifying Theory.
Neural Comput., 2007
Hierarchical dynamical models of motor function.
Neurocomputing, 2007
Learning invariant object recognition in the visual system with continuous transformations.
Biol. Cybern., 2006
Spatial view cells in the hippocampus, and their idiothetic update based on place and head direction.
Neural Networks, 2005
Self-organising continuous attractor networks with multiple activity packets, and the representation of space.
Neural Networks, 2004
Neurophysiology of the primate hippocampus leading to a model of its functions in episodic and spatial memory.
Proceedings of the IEEE International Joint Conference on Neural Networks, 2004
Self-organizing continuous attractor networks and motor function.
Neural Networks, 2003
Invariant Object Recognition in the Visual System with Novel Views of 3D Objects.
Neural Comput., 2002
Invariant recognition of feature combinations in the visual system.
Biol. Cybern., 2002
Effective Size of Receptive Fields of Inferior Temporal Visual Cortex Neurons in Natural Scenes.
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Position invariant recognition in the visual system with cluttered environments.
Neural Networks, 2000