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The Inventive University

A first, physical system to learn nonlinear tasks without a traditional computer processor
Contrastive local learning network.

University of Pennsylvania physics and engineering researchers have created a contrastive local learning network, an analog system that is fast, low-power, scalable, and able to learn nonlinear tasks.

(Image: Erica Moser)

A first, physical system to learn nonlinear tasks without a traditional computer processor

Physics and engineering researchers created a contrastive local learning network that is fast, low-power, and scalable.
Duncan Watts and CSSLab’s New Media Bias Detector
Cropped Hands Of Journalists Interviewing a politician.

iStock: microgen

Duncan Watts and CSSLab’s New Media Bias Detector

PIK Professor Duncan Watts and colleagues have developed the Media Bias Detector, which uses artificial intelligence to analyze news articles, examining factors like tone, partisan lean, and fact selection.
Exploring the limits of robotic systems
A robotic arm in a lab.

Image: iStock/gorodenkoff

Exploring the limits of robotic systems

Bruce Lee, a doctoral student in Penn Engineering’s Department of Electrical and Systems Engineering, offers insights into the fundamental limits of machine learning.

From Penn Engineering Today

Kotaro Sasaki and his team unveil the genetics of testicular cancer
Microscopic image of seminoma tissue. The image shows green-stained cells representing early-stage germ cells, red-stained areas indicating high gene activity linked to cancer growth, and gray-stained nuclei of various cells
Section of seminoma tissue, a type of testicular cancer, showing strong expression of proteins/RNAs (TFAP2C, green; BICD1, red) that are typically present in pre-migratory/migratory primordial germ cells, precursors of sperm.

(Image: Courtesy of Kotaro Sasaki)

Kotaro Sasaki and his team unveil the genetics of testicular cancer

Researchers from Penn Vet develop the first in vitro seminoma model, shedding light on chromosomal anomalies and signaling pathways.
New dissertation grants expand global research support
A glass globe sitting on a woodend table shows north and south America.

Penn Global has announced the first recipients of the newly established Penn Global Dissertation Grants program, which provides up to $8,000 in funding to nearly a dozen Ph.D. students.

(Image: iStock/artisteer)

New dissertation grants expand global research support

The newly established Penn Global Dissertation Grants program provides as much as $8,000 in funding to each of 11 Ph.D. candidates to enhance global components in their research.

Kristen de Groot

Fungi on the front lines against environmental injustice
Mycellium growing in soil.

Image: iStock/Kichigin

Fungi on the front lines against environmental injustice

The collective efforts of the Symbiotic Architecture for Environmental Justice research community are making former industrial sites reborn as vibrant community gardens, and safe, green spaces for children to play a reality.

From the Environmental Innovations Initiative

Public defender shortages
Image is of the Delaware County courthouse, a Classical Revival/Neo-Classical style building made of white marble,with a six column portico and clock in the pediment, located in Media, Pennsylvania.

The Delaware County courthouse is seen, Thursday Oct. 15, 2020, in Media, Pennsylvania.

(Image: AP Photo/Jacqueline Larma)

Public defender shortages

A new report by Paul Heaton, director of the Quattrone Center for the Fair Administration of Justice, shows that nearly every county in Pennsylvania has a shortage of public defenders.

Kristen de Groot