Spiking neural network promises improved AI : vimarsana.com

20th April 2021
11:39 am
20th April 2021
11:39 am
A biomimicking neural network housed in a microchip could lead to faster and more efficient applications of artificial intelligence.
Advances in artificial intelligence technology is leading to the development of neural networks that mimic the biology of the brain (© 2021 KAUST)
This is the claim of researchers at KAUST in Saudi Arabia whose ‘spiking’ neural network lays the foundation for much improved hardware-based AI computing systems.
Artificial intelligence is gaining traction in areas including advanced automation, data mining and healthcare. These systems are based on a mathematical artificial neural network (ANN) composed of layers of decision-making nodes. Labelled data is fed into the system to ‘train’ the model to respond a certain way, then the decision-making rules are locked in and the model is put into service on standard computing hardware.

Related Keywords

Saudi Arabia , Wenzhe Guo , Transactions On Neural Networks , Neural Networks , Learning Systems , சவுதி அரேபியா , பரிவர்த்தனைகள் ஆன் நரம்பியல் நெட்வொர்க்குகள் , நரம்பியல் நெட்வொர்க்குகள் , கற்றல் அமைப்புகள் ,