High-contrast “gaudy” images improve the training of deep neural network models of visual cortex

Keyphrases

• High Contrast 100%
• Visual Cortex 100%
• Deep Neural Network 100%
• Natural Images 60%
• Training Data 40%
• Training Deep Neural Networks 40%
• High-order 20%
• Order of Magnitude 20%
• Visual System 20%
• Simulation Experiment 20%
• Neural Response 20%
• Neural Data 20%
• Simulation Analysis 20%
• Visual Processing 20%
• Response Predictors 20%
• Visual Neurons 20%
• Neuroscientists 20%
• Training Image 20%
• Binarization 20%
• Recording Time 20%
• Visual Cortical Responses 20%
• Predictive Model 20%
• Active Learning Algorithm 20%
• Experimental Recording 20%

Computer Science

• Neural Network Model 100%
• Deep Neural Network 100%
• Training Data 28%
• Learning Algorithm 14%
• Simulation Experiment 14%
• Active Learning 14%
• Visual Processing 14%
• Predictive Model 14%
• Cortical Neuron 14%
• Training Image 14%

Neuroscience

• Visual Cortex 100%
• Deep Neural Network 100%
• Nerve Potential 14%