How directional connections shape complex dynamics in neuronal networks
Uncovering the relationship between structure (connectivity) and function (neuronal activity) is a fundamental question ...
MIT Technology Review17d
The next generation of neural networks could live in hardware
Researchers have devised a way to make computer vision systems more efficient by building networks out of computer chips’ ...
Nature10y
Computation by neural networks
Networks of neurons ... of ideas for understanding neural computation. All the best speech recognition programs now work by fitting a probabilistic generative model.
Oscillating State-Space Models: Or, A Robot Does TheDishes
Some early experimentation suggests that these new ideas might replace the transformer as a fundamental neural network design ...
Tech Xplore on MSN2mon
Researchers develop a new generative adversarial networks model that stabilizes training and performance
GANs consist of two neural networks, namely ... To prevent this, our PMF-GAN model refines the discriminator's capabilities, penalizing the generator for producing overly similar outputs, thereby ...
Revolutionizing fragrance design using deep neural networks (DNNs) scent profiles from chemical data
Scientific research explores the potential of DNNs in transforming fragrance design. By analyzing the sensing data of 180 ...