Science Daily5d
Synchronization in neural nets: Mathematical insight into neuron readout drives significant improvements in prediction accuracy
Researchers applied the mathematical theory of synchronization to clarify how recurrent neural networks (RNNs) generate predictions, revealing a certain map, based on the generalized synchronization, ...
Tech Xplore on MSN7d
Neuron Readout Boosts Neural Net Prediction Accuracy
Reservoir computing (RC) is a powerful machine learning module designed to handle tasks involving time-based or sequential ...
Hosted on MSN9d
New training technique opens the door to neural networks that require much less energy
AI applications like ChatGPT are based on artificial neural networks that, in many respects, imitate the nerve cells in our ...
Medscape4d
Neuronal Pathway Finding: From Neurons to Initial Neural Networks
Following neuron migration, neurons send out an axon ... an understanding of normal development of the brain's initial neural networks. In recent years, there has been a thrust of neuroscience ...
Nature21d
Spiking activity propagation in neuronal networks: reconciling different perspectives on neural coding
Indirect experimental evidence suggests that neural networks in vivo may indeed induce ... connections within groups or heterogeneity in neuron properties, may further increase the parameter ...