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Articles by Peter Wittek
An artificial spiking quantum neuron - npj Quantum Information
Abstract Artificial spiking neural networks have found applications in areas where the temporal nature of activation offers an advantage, such as time series prediction and signal processing. To improve their efficiency, spiking architectures often run on custom-designed neuromorphic hardware, but, despite their attractive properties, these implementations have been limited to digital systems.
A non-review of Quantum Machine Learning: trends and explorations
About this non-review By mid-2019, both Peter and myself had found ourselves numerous times in situations where we were asked to define what Quantum Machine Learning is (and what it isn’t), or, worse, where we were prompted to divine what the ultimate approach to it should be.
Open source software in quantum computing
Loading metrics Open Access Collection Review Mark Fingerhuth , Tomáš Babej, Peter Wittek Mark Fingerhuth, Tomáš Babej, Peter Wittek Published: December 20, 2018 https://doi.org/10.1371/journal.pone.0208561 Figures Abstract Open source software is becoming crucial in the design and testing of quantum algorithms.
[1611.09347] Quantum Machine Learning
(Submitted on 28 Nov 2016 ( v1 ), last revised 10 May 2018 (this version, v2)) Submission history From: Nicola Pancotti Mr. [ view email ] [v1] Mon, 28 Nov 2016 20:59:46 UTC (991 KB) [v2] Thu, 10 May 2018 19:44:58 UTC (105 KB)
Stop Hiding Your Code
We, @PLOS, @PLOSONE and the open source community, will discuss why and how to #ShareYourCode in a tweet chat on 25 April, 10-11am Pacific Daylight Time/6-7pm British Summer Time. Join us! A cornerstone of science is reproducibility, the notion that any colleague anywhere should be able to read your paper, repeat experiments or analysis, and come to the same conclusions as you did.
Quantum machine learning
Long before we possessed computers, human beings strove to find patterns in data. Ptolemy fitted observations of the motions of the stars to a geocentric model of the cosmos, with complex epicycles to explain the retrograde motions of the planets. In the sixteenth century, Kepler analysed the data of Copernicus and Brahe to reveal a previously hidden pattern: planets move in ellipses with the Sun at one focus of the ellipse.
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