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A reconstruction algorithm based on a generative diffusion model for multi-coil, highly undersampled non-Cartesian MRI allowing drastic reduction of scan time
An algorithm designed to defend Large Language Models (LLMs) against jailbreaking attacks that significantly reduces attack success rates.
A machine learning technique that identifies biomarkers from neuroimaging data, allowing for identification and treatment of populations vulnerable to neurodegenerative diseases.
A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets.
A radio frequency-based 3D imaging system that can generate LiDAR-comparable images with reduced power and processing needs.
SCALPEL is a lightweight optimization tool for automatically compartmentalizing policies for hardware-accelerated enforcement in a tagged architecture. The tool also creates a layer or protection (or hardening) by learning and allowing certain privileges based on learned expectations.
A photoresponsive polymer layer that can be integrated into microfluidic devices for selective release of unique droplets
The collective genomes of the human gut microbiome, known as the metagenome, encode peptides that are effective against antibiotic-resistant bacteria.
Novel computational architecture designs to reduce the latency time to process large volumes of data utilizing the reconfiguration of memory and storage; streamlining read/write functions to include computational logic within the register file; and programmable schedule and memory utilization within a configurable load/store unit.