Convolutional networks for fast, energy-efficient neuromorphic computing

Deep learning

(2015) Yann LeCun et al.   NATURE

Nanoconnectomic upper bound on the variability of synaptic plasticity

(2015) Thomas M Bartol et al.   eLife

Robustness of spiking Deep Belief Networks to noise and reduced bit precision of neuro-inspired hardware platforms

(2015) Evangelos Stromatias et al.   Frontiers in Neuroscience

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation

(2013) Eustace Painkras et al.   IEEE JOURNAL OF SOLID-STATE CIRCUITS

An Event-Based Neural Network Architecture With an Asynchronous Programmable Synaptic Memory

(2013) Saber Moradi et al.   IEEE Transactions on Biomedical Circuits and Systems

Multi-column deep neural network for traffic sign classification

(2012) Dan Cireşan et al.   NEURAL NETWORKS

Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition

(2012) J. Stallkamp et al.   NEURAL NETWORKS