Janelle Shane

Last updated
Janelle C. Shane
Alma mater
Known for
  • Optical trapping
  • Artificial intelligence research
Scientific career
InstitutionsBoulder Nonlinear Systems

Janelle Shane is an optics research scientist and artificial intelligence researcher, writer and public speaker. She keeps a popular science blog called AI Weirdness, where she documents various machine learning algorithms, both ones submitted by readers and ones she personally creates. Shane's first book You Look Like A Thing And I Love You: How AI Works And Why It's Making The World A Weirder Place was published in November 2019 covering many of the topics from her AI Weirdness blog for a general audience.

Contents

Early life and education

Shane studied electrical engineering at Michigan State University and graduated in 2007. [1] She started out in a research group that worked on genetic algorithms, and then worked with Marcos Dantus on genetic algorithms for femtosecond lasers. [2] She earned her master's degree in physics at the University of St Andrews, where she worked with Kishan Dholakia on pulse shaping and dispersion compensation. [1] In 2008, Shane joined University of California, San Diego as a graduate student, where she worked on ultra-fast nanoscale optics. [1]

Career

Shane works at Boulder Nonlinear Systems, an organisation who are developing holographic optical trapping modules for the International Space Station. [3] [4] She is also working on low size, weight and power (SWaP) 3D wind sensor technologies for unmanned aerial vehicles. [4] The optical trapping systems (tweezers) use focused laser beams to trap transparent microparticles, and the holographic optical trapping uses liquid crystal spatial light modulators that can convert a single beam into separate steerable beams. [4] This system allows Shane to position trapped particles in arrays. [4] The technologies include liquid polarisation gratings for airborne Doppler lidar systems.

Shane came across a list of neural network cookbook recipes written by Tom Brewe. [2] AI Weirdness, Shane's blog on Artificial Intelligence, features everyday neural networks and algorithms. [5] Shane writes for Fast Company and O'Reilly Media. [6] [7] She has collaborated with CNN, The Guardian , The New York Times Magazine and The New York Times . [2] Shane delivered a talk at TED 2019, where she spoke about the realities of artificial intelligence. [8] She argued that while artificial intelligence is celebrated as a gift to society, in reality it often doesn't live up to the hype. [8] [9] Her book You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place was released in November 2019. [10]

Selected publications

Related Research Articles

<span class="mw-page-title-main">Nonlinear optics</span> Branch of physics

Nonlinear optics (NLO) is the branch of optics that describes the behaviour of light in nonlinear media, that is, media in which the polarization density P responds non-linearly to the electric field E of the light. The non-linearity is typically observed only at very high light intensities (when the electric field of the light is >108 V/m and thus comparable to the atomic electric field of ~1011 V/m) such as those provided by lasers. Above the Schwinger limit, the vacuum itself is expected to become nonlinear. In nonlinear optics, the superposition principle no longer holds.

Mode locking is a technique in optics by which a laser can be made to produce pulses of light of extremely short duration, on the order of picoseconds (10−12 s) or femtoseconds (10−15 s). A laser operated in this way is sometimes referred to as a femtosecond laser, for example, in modern refractive surgery. The basis of the technique is to induce a fixed phase relationship between the longitudinal modes of the laser's resonant cavity. Constructive interference between these modes can cause the laser light to be produced as a train of pulses. The laser is then said to be "phase-locked" or "mode-locked".

<span class="mw-page-title-main">Titanium-sapphire laser</span> Type of laser

Titanium-sapphire lasers (also known as Ti:sapphire lasers, Ti:Al2O3 lasers or Ti:sapphs) are tunable lasers which emit red and near-infrared light in the range from 650 to 1100 nanometers. These lasers are mainly used in scientific research because of their tunability and their ability to generate ultrashort pulses thanks to its broad light emission spectrum. Lasers based on Ti:sapphire were first constructed and invented in June 1982 by Peter Moulton at the MIT Lincoln Laboratory.

<span class="mw-page-title-main">Spatial light modulator</span> Optical device

A spatial light modulator (SLM) is a device that can control the intensity, phase, or polarization of light in a spatially varying manner. A simple example is an overhead projector transparency. Usually when the term SLM is used, it means that the transparency can be controlled by a computer.

<span class="mw-page-title-main">Kerr-lens modelocking</span> Laser mode-locking method

Kerr-lens mode-locking (KLM) is a method of mode-locking lasers via the nonlinear optical Kerr effect. This method allows the generation of pulses of light with a duration as short as a few femtoseconds.

In optics, an ultrashort pulse, also known as an ultrafast event, is an electromagnetic pulse whose time duration is of the order of a picosecond or less. Such pulses have a broadband optical spectrum, and can be created by mode-locked oscillators. Amplification of ultrashort pulses almost always requires the technique of chirped pulse amplification, in order to avoid damage to the gain medium of the amplifier.

In nonlinear optics, filament propagation is propagation of a beam of light through a medium without diffraction. This is possible because the Kerr effect causes an index of refraction change in the medium, resulting in self-focusing of the beam.

<span class="mw-page-title-main">Frequency comb</span> Laser source with equal intervals of spectral energies

A frequency comb or spectral comb is a spectrum made of discrete and regularly spaced spectral lines. In optics, a frequency comb can be generated by certain laser sources.

<span class="mw-page-title-main">Self-focusing</span>

Self-focusing is a non-linear optical process induced by the change in refractive index of materials exposed to intense electromagnetic radiation. A medium whose refractive index increases with the electric field intensity acts as a focusing lens for an electromagnetic wave characterized by an initial transverse intensity gradient, as in a laser beam. The peak intensity of the self-focused region keeps increasing as the wave travels through the medium, until defocusing effects or medium damage interrupt this process. Self-focusing of light was discovered by Gurgen Askaryan.

<span class="mw-page-title-main">Cross-polarized wave generation</span>

Cross-polarized wave (XPW) generation is a nonlinear optical process that can be classified in the group of frequency degenerate processes. It can take place only in media with anisotropy of third-order nonlinearity. As a result of such nonlinear optical interaction at the output of the nonlinear crystal, it is generated a new linearly polarized wave at the same frequency, but with polarization oriented perpendicularly to the polarization of input wave

Victor Ivanovich Balykin is a Russian physicist whose main contributions are in the field of atom optics. He and his associates first demonstrated laser cooling of neutral atoms in 1981.

Time Stretch Microscopy also known as Serial time-encoded amplified imaging/microscopy or stretched time-encoded amplified imaging/microscopy' (STEAM) is a fast real-time optical imaging method that provides MHz frame rate, ~100 ps shutter speed, and ~30 dB optical image gain. Based on the Photonic Time Stretch technique, STEAM holds world records for shutter speed and frame rate in continuous real-time imaging. STEAM employs the Photonic Time Stretch with internal Raman amplification to realize optical image amplification to circumvent the fundamental trade-off between sensitivity and speed that affects virtually all optical imaging and sensing systems. This method uses a single-pixel photodetector, eliminating the need for the detector array and readout time limitations. Avoiding this problem and featuring the optical image amplification for improvement in sensitivity at high image acquisition rates, STEAM's shutter speed is at least 1000 times faster than the state - of - the - art CCD and CMOS cameras. Its frame rate is 1000 times faster than the fastest CCD cameras and 10 - 100 times faster than the fastest CMOS cameras.

<span class="mw-page-title-main">Figure-8 laser</span>

A figure-8 laser is a fiber laser with a figure-8-shaped ring resonator. It is used for making pico- and femtosecond soliton pulses. The typical spectrum of such a laser consists of a wide central peak and a few narrow lateral peaks that are placed symmetrically around it. The amplitudes of the narrow peaks are the same as or less than that of the central peak.

High Harmonic Generation (HHG) is a non-perturbative and extremely nonlinear optical process taking place when a highly intense ultrashort laser pulse undergoes an interaction with a nonlinear media. A typical high order harmonic spectra contains frequency combs separated by twice the laser frequency. HHG is an excellent table top source of highly coherent extreme ultraviolet and soft X-ray laser pulses.

Cornelia Denz is a German Professor of Physics at the University of Münster. She works in nonlinear optics and nanophotonics, and is a Fellow of The Optical Society and The European Optical Society. Denz is the current president of the PTB and of the Physikalisch-Technische Reichsanstalt Berlin-Charlottenburg.

<i>You Look Like a Thing and I Love You</i> 2019 book by Janelle Shane

You Look Like a Thing and I Love You: How Artificial Intelligence Works and Why It's Making the World a Weirder Place is a 2019 nonfiction book by optics research scientist Janelle Shane. The book documents experiences the author and others have had with machine learning programs, and discusses what "intelligence" means in the context of "artificial intelligence" (AI).

<span class="mw-page-title-main">Miro Erkintalo</span> New Zealand physicist

Miro Erkintalo is a New Zealand physicist specialising in nonlinear optics and laser physics, based at the University of Auckland.

<span class="mw-page-title-main">Debabrata Goswami</span> Indian chemist

Debabrata Goswami FInstP FRSC, is an Indian chemist and the Prof. S. Sampath Chair Professor of Chemistry, at the Indian Institute of Technology Kanpur. He is also a professor of The Department of Chemistry and The Center for Lasers & Photonics at the same Institute. Goswami is an associate editor of the open-access journal Science Advances. He is also an Academic Editor for PLOS One and PeerJ Chemistry. He has contributed to the theory of Quantum Computing as well as nonlinear optical spectroscopy. His work is documented in more than 200 research publications. He is an elected Fellow of the Royal Society of Chemistry, Fellow of the Institute of Physics, the SPIE, and The Optical Society. He is also a Senior Member of the IEEE, has been awarded a Swarnajayanti Fellowship for Chemical Sciences, and has held a Wellcome Trust Senior Research Fellowship. He is the third Indian to be awarded the International Commission for Optics Galileo Galilei Medal for excellence in optics.

Spectral interferometry (SI) or frequency-domain interferometry is a linear technique used to measure optical pulses, with the condition that a reference pulse that was previously characterized is available. This technique provides information about the intensity and phase of the pulses. SI was first proposed by Claude Froehly and coworkers in the 1970s.

References

  1. 1 2 3 "Janelle Shane". emerald.ucsd.edu. Retrieved 2019-08-15.
  2. 1 2 3 Feldman, Brian (30 May 2017). "Janelle Shane's Neural Network Keeps Producing Hilarious, Terrifying Creations". Intelligencer. Retrieved 2019-08-15.
  3. "Janelle Shane's schedule for IDEA Week". ideaweek2019.sched.com. Retrieved 2019-08-15.
  4. 1 2 3 4 "BNS Awarded Multiple NASA Contracts". Boulder Nonlinear Systems (BNS). Retrieved 2019-08-15.
  5. "Janelle Shane | Eyeo Festival" . Retrieved 2019-08-15.
  6. "Janelle Shane - O'Reilly Media". www.oreilly.com. Retrieved 2019-08-15.
  7. "Meet Janelle Shane, one of Fast Company's 100 Most Creative People 2019". Fast Company. Retrieved 2019-08-15.
  8. 1 2 Shane, Janelle. "Janelle Shane | Speaker | TED". www.ted.com. Retrieved 2019-08-15.
  9. "Play: Notes from Session 9 of TED2019". TED Blog. 2019-04-18. Retrieved 2019-08-15.
  10. You Look Like a Thing and I Love You. 2019-03-05. ISBN   9781549171529.