This study presents SynaptoGen, a differentiable extension of connectome models that links gene expression, protein-protein interaction probabilities, synaptic multiplicity, and synaptic weights, and ...

Abstract: The traditional multilayer perceptron (MLP) using a McCulloch-Pitts neuron model is inherently limited to a set of neuronal activities, i.e., linear weighted sum followed by nonlinear ...

Swedish manufacturer Atlas Copco has obtained all regulatory approvals and completed the $60.8 million acquisition of Perceptron that was announced on September 28. Perceptron is a Plymouth, ...

Abstract: We introduce and analyze the elastic implicit full waveform inversion (EIFWI) of seismic data, which uses neural networks to generate elastic models and perform full waveform inversion.

Perceptron Network is an artificial neuron with "hardlim" as a transfer function. It is mainly used as a binary classifier. Here, our goal is to classify the input into the binary classifier and for ...