Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations [PDF]
Although double-precision floating-point arithmetic currently dominates high-performance computing, there is increasing interest in smaller and simpler arithmetic types.
Furber, Steve +3 more
core +2 more sources
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network
We present PyCARL, a PyNN-based common Python programming interface for hardware-software co-simulation of spiking neural network (SNN). Through PyCARL, we make the following two key contributions.
Adiraju, Prathyusha +6 more
core +1 more source
Volatiles in glasses from the HSDP2 drill core [PDF]
H2O, CO2, S, Cl, and F concentrations are reported for 556 glasses from the submarine section of the 1999 phase of HSDP drilling in Hilo, Hawaii, providing a high-resolution record of magmatic volatiles over ~200 kyr of a Hawaiian volcano's lifetime ...
Baker, Michael B. +5 more
core +1 more source
Neuromorphic computing for content-based image retrieval.
Neuromorphic computing mimics the neural activity of the brain through emulating spiking neural networks. In numerous machine learning tasks, neuromorphic chips are expected to provide superior solutions in terms of cost and power efficiency.
Te-Yuan Liu +3 more
doaj +1 more source
Evidence for microbial mediation of subseafloor nitrogen redox processes at Loihi Seamount, Hawaii [PDF]
© The Author(s), 2016. This is the author's version of the work. It is posted here under a nonexclusive, irrevocable, paid-up, worldwide license granted to WHOI. It is made available for personal use, not for redistribution.
Charoenpong, Chawalit N. +6 more
core +1 more source
Wheelchair-mounted robotic arms support people with upper extremity disabilities with various activities of daily living (ADL). However, the associated cost and the power consumption of responsive and adaptive assistive robotic arms contribute to the ...
Michael Ehrlich +7 more
doaj +1 more source
Petrogenesis of lavas from Detroit Seamount: Geochemical differences between Emperor Chain and Hawaiian volcanoes [PDF]
The Hawaiian Ridge and Emperor Seamount Chain define a hot spot track that provides an 80 Myr record of Hawaiian magmatism. Detroit Seamount (∼76 to 81 Ma) is one of the oldest Emperor Seamounts.
Abouchami +115 more
core +1 more source
Spotlight 3: Lō`ihi Seamount [PDF]
Lō`ihi Seamount defines the volcanically active, leading edge in the Hawaiian hotspot chain. It is located on the submarine flank of Mauna Loa, 30 km south of the island of Hawai`i.
Hubert Staudigel +5 more
doaj
Adaptive motor control and learning in a spiking neural network realised on a mixed-signal neuromorphic processor [PDF]
Neuromorphic computing is a new paradigm for design of both the computing hardware and algorithms inspired by biological neural networks. The event-based nature and the inherent parallelism make neuromorphic computing a promising paradigm for building ...
Glatz, Sebastian +4 more
core +1 more source
A Spiking Neural Network Based Wind Power Forecasting Model for Neuromorphic Devices
Many authors have reported the use of deep learning techniques to model wind power forecasts. For shorter-term prediction horizons, the training and deployment of such models is hindered by their computational cost.
Juan Manuel González Sopeña +2 more
doaj +1 more source

