Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition

Energy-Efficient Neuron, Synapse and STDP Integrated Circuits

(2012) J. M. Cruz-Albrecht et al.   IEEE Transactions on Biomedical Circuits and Systems

Towards a Cortical Prosthesis: Implementing A Spike-Based HMAX Model of Visual Object Recognition in Silico

(2012) Fopefolu Folowosele et al.   IEEE Journal on Emerging and Selected Topics in Circuits and Systems

How does the brain rapidly learn and reorganize view-invariant and position-invariant object representations in the inferotemporal cortex?

(2011) Yongqiang Cao et al.   NEURAL NETWORKS

On the road to invariant recognition: Explaining tradeoff and morph properties of cells in inferotemporal cortex using multiple-scale task-sensitive attentive learning

(2011) Stephen Grossberg et al.   NEURAL NETWORKS

Stereopsis and 3D surface perception by spiking neurons in laminar cortical circuits: A method for converting neural rate models into spiking models

(2011) Yongqiang Cao et al.   NEURAL NETWORKS

ARTSCENE: A neural system for natural scene classification

(2009) S. Grossberg et al.   JOURNAL OF VISION

View-invariant object category learning, recognition, and search: How spatial and object attention are coordinated using surface-based attentional shrouds

(2008) Arash Fazl et al.   COGNITIVE PSYCHOLOGY