37 citations
- Hewlett-Packard (United States)US2 papers
- American University of BeirutLB1 paper
- Association for Computing MachineryUS1 paper
- Center for Astrophysics Harvard & SmithsonianUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Chalmers University of TechnologySE1 paper
- European Southern ObservatoryCL1 paper
- Hewlett-Packard (United Kingdom)GB1 paper
- Jet Propulsion LaboratoryUS1 paper
- Lawrence Berkeley National LaboratoryUS1 paper
- Leiden UniversityNL1 paper
- Observatoire de la Côte d’AzurFR1 paper
5 papers
Inverse Design of Grating Couplers Using the Policy Gradient Method from Reinforcement Learning
Sean Hooten, Raymond G. Beausoleil, Thomas Van Vaerenbergh
We present a proof-of-concept technique for the inverse design of electromagnetic devices motivated by the policy gradient method in reinforcement learning, named PHORCED (PHotonic…
ALMA reveals the coherence of the magnetic field geometry in OH 231.8+4.2
L. Sabin, R. Sahai, W. H. T. Vlemmings +7
In a continuing effort to investigate the role of magnetic fields in evolved low and intermediate mass stars (principally regarding the shaping of their envelopes), we present new…
Analyzing the Impact of GDPR on Storage Systems
Aashaka Shah, Vinay Banakar, Supreeth Shastri +2
The recently introduced General Data Protection Regulation (GDPR) is forcing several companies to make significant changes to their systems to achieve compliance. Motivated by the…
PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference
Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti +8
Memristor crossbars are circuits capable of performing analog matrix-vector multiplications, overcoming the fundamental energy efficiency limitations of digital logic. They have be…
Spatially uniform resistance switching of low current, high endurance titanium-niobium-oxide memristors
Suhas Kumar, Noraica Davila, Ziwen Wang +6
We analyzed micrometer-scale titanium-niobium-oxide prototype memristors, which exhibited low write-power (<3 μW) and energy (<200 fJ/bit/μm2), low read-power (~nW), and high endur…