Abstract: As Si CMOS devices are scaled down into the nanoscale regime, current computer architecture approaches are reaching their practical limits. Future nano-architectures confront devices and ...

Abstract: Load flow analysis in radial distribution feeders requires probabilistic approaches to cater for random variables such as stochastic load demand and variable renewable generation. Adequate ...

(Nanowerk News) Researchers at Tohoku University and the University of California, Santa Barbara have shown a proof-of-concept of energy-efficient computer compatible with current artificial ...

Storage, computation, and communication are the three pillars of modern information technology, with computation being the central aspect. The von Neumann architecture, based on the Turing machine ...

A photograph of the proof-of-concept of the spintronic probabilistic computer consisting of sMTJ-based p-bit unit (left side) and Field-Programmable Gate Array (FPGA) (right side). Researchers at ...

A technical paper titled “On Hardware-efficient Inference in Probabilistic Circuits” was published by researchers at Aalto University and UCLouvain. “Probabilistic circuits (PCs) offer a promising ...

The choice of PyMC as the probabilistic programming language is two-fold. As of this writing, there is currently no central resource for examples and explanations in the PyMC universe. The official ...

The Bayesian method is the natural approach to inference, yet it is hidden from readers behind chapters of slow, mathematical analysis. The typical text on Bayesian inference involves two to three ...