Mwisho wa Maombi: Aprili 30th 2019
The Franklin Institute seeks nominations for the 2020 Bower Award and Prize for Achievement in Science of individuals who have made significant contributions to the development of neural networks for machine learning—hardware or software systems designed as networks of artificial neurons that can be given raw data and trained to automatically discover abstract features that are relevant to detection, classification, or translation, resulting in desired outputs. Inputs could include text (machine translation), audio (speech recognition), or imagery (face recognition, scene understanding, photo sorting, image synthesis).
Outputs could include categorical labels, structured outputs, or actuator commands. Such artificial neural networks have yielded effective approaches to solving a wide spectrum of challenging practical problems resistant to solution using earlier algorithmic machine learning techniques.
Nominations are encouraged in, but not limited to, the following subtopics:
- Network architectures: layered, recurrent, self-organizing, convolutional, long short-term memory, auto encoders, deep networks
- Training or learning methods: cooperative, competitive, back propagation of errors, supervised, unsupervised, reinforcement, adaptive resonance, generative adversarial
- Network implementation: analog, digital, stochastic, energy-efficient, hardware-accelerated
- Broad applications: speech recognition, language translation, face recognition, scene understanding, photo sorting, reading print or handwriting, medical image diagnosis, autonomous vehicles, drug delivery design, question answering, web searches, game playing
Nominations should clearly indicate the scientific impact—innovative, technical, and/or conceptual—and, when applicable, the societal impact of the nominee’s work.
- This is an international competition for individuals who have made significant contributions to neural networks for machine learning.
- This award and prize must be presented to an individual, as specified by the will of Henry Bower.
- Candidates must be living, and the winner must participate in The Franklin Institute Awards Week programs, to be held in April 2020 in Philadelphia, Pennsylvania, USA.
- Nominations from any individual or organization will be accepted, including self-nominations.
- An email of intent to nominate would be appreciated by April 30, 2019.
Utaratibu wa Uteuzi:
An email of intent to nominate received by April 30, 2019 would be appreciated.
Nominations must be submitted in English and must include:
- Name and contact information of nominee
- Name and contact information of nominator
- Nominee’s curriculum vitae and bibliography of significant and relevant publications
- Proposed citation of 50 words or fewer, highlighting the achievement(s) for which the candidate is nominated
- Narrative statement describing the nominee’s qualifications for the award
- Four confidential letters of support requested by the nominator, sent directly to The Franklin Institute Awards Office
- Deadline for completed nominations is May 31, 2019
All nominations and supporting letters should be mailed or emailed to:
Director, The Franklin Institute Awards
The Franklin Institute
222 Kaskazini 20th Anwani
Philadelphia, PA 19103 1194-