Opportunities for neuromorphic computing algorithms and applications
Neuromorphic computing technologies will be important for the future of computing, but
much of the work in neuromorphic computing has focused on hardware development. Here …
much of the work in neuromorphic computing has focused on hardware development. Here …
Intelligent computing: the latest advances, challenges, and future
Computing is a critical driving force in the development of human civilization. In recent years,
we have witnessed the emergence of intelligent computing, a new computing paradigm that …
we have witnessed the emergence of intelligent computing, a new computing paradigm that …
A system hierarchy for brain-inspired computing
Neuromorphic computing draws inspiration from the brain to provide computing technology
and architecture with the potential to drive the next wave of computer engineering …
and architecture with the potential to drive the next wave of computer engineering …
Quantum Bridge Analytics I: a tutorial on formulating and using QUBO models
Abstract Quantum Bridge Analytics relates generally to methods and systems for hybrid
classical-quantum computing, and more particularly is devoted to develo** tools for …
classical-quantum computing, and more particularly is devoted to develo** tools for …
Spiking neural networks for computational intelligence: an overview
Deep neural networks with rate-based neurons have exhibited tremendous progress in the
last decade. However, the same level of progress has not been observed in research on …
last decade. However, the same level of progress has not been observed in research on …
Neuromorphic scaling advantages for energy-efficient random walk computations
Neuromorphic computing, which aims to replicate the computational structure and
architecture of the brain in synthetic hardware, has typically focused on artificial intelligence …
architecture of the brain in synthetic hardware, has typically focused on artificial intelligence …
Quantum-based molecular dynamics simulations using tensor cores
Tensor cores, along with tensor processing units, represent a new form of hardware
acceleration specifically designed for deep neural network calculations in artificial …
acceleration specifically designed for deep neural network calculations in artificial …
Caspian: A neuromorphic development platform
Current neuromorphic systems often may be difficult to use and costly to deploy. There exists
a need for a simple yet flexible neuromorphic development platform which can allow …
a need for a simple yet flexible neuromorphic development platform which can allow …