What are convolutional neural networks in deep learning? Convolutional neural networks are used in computer vision tasks, which employ convolutional layers to extract features from input data.

Figure 1: Spin-torque nano-oscillator for neuromorphic computing. Neural networks classify information through chain reactions: neuron after neuron, each input undergoes a series of nonlinear ...

TORONTO, ON – Google has picked up a ground-breaking start-up out of the Department of Computer Science, University of Toronto. University Professor Geoffrey Hinton and two of his graduate students, ...

The singular example of AI's progress in the last several years is how well computers can recognize something in a picture. Still, even simple tests can show how brittle such abilities really are. The ...