Automatic Design of Deep Networks with Neural Blocks

Learning from Few Samples with Memory Network

(2017) Shufei Zhang et al.   Cognitive Computation

A Brain-Inspired Decision Making Model Based on Top-Down Biasing of Prefrontal Cortex to Basal Ganglia and Its Application in Autonomous UAV Explorations

(2017) Feifei Zhao et al.   Cognitive Computation

Reducing and Stretching Deep Convolutional Activation Features for Accurate Image Classification

(2017) Guoqiang Zhong et al.   Cognitive Computation

Neuron Pruning-Based Discriminative Extreme Learning Machine for Pattern Classification

(2017) Tan Guo et al.   Cognitive Computation

A Bio-Inspired Incremental Learning Architecture for Applied Perceptual Problems

(2016) Alexander Gepperth et al.   Cognitive Computation

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

A Hypercube-Based Encoding for Evolving Large-Scale Neural Networks

(2009) Kenneth O. Stanley et al.   ARTIFICIAL LIFE

Cognitive Computation

(2009) J. G. Taylor   Cognitive Computation