The laser graded neuron provides a fast, neuron-like graded response ideal for high-speed reservoir computing, demonstrating exceptional pattern recognition and sequence prediction for AI tasks ...

Active vision dynamically refines spatiotemporal neural representations, optimising visual processing through scanning behaviour and non-associative learning, providing insights into efficient sensory ...

The perceptron is then presented with an unknown pattern, which, if you look closely, you can see is a 'B' pattern damaged in two bit positions. The perceptron classifies the unknown pattern, and in ...

It still far exceeds computers in pattern recognition and creative decision making. As digital processing power increases, ... Is the hardware of the brain (the neuron connections) actually the ...

Pattern recognition can be applied to different data structures. In our examples, we restrict ourselves to one- and two-dimensional data structures. Some examples are as follows: audio signals, ...

Researchers developed a laser-based artificial neuron that fully emulates the functions, ... chip-based laser neuron could help advance AI tasks such as pattern recognition and sequence prediction.