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Efficient Floating-Point SRAM Compute-in-Memory by Harnessing Mantissa Addition
In the era of machine learning, particularly in the context of compute-in-memory (CIM) systems, has been rapidly evolving to meet the escalating demands of high computational efficiency and energy conservation. Existing SRAM CIM approaches have often focused on either fully digital or analog domains, leading to trade-offs between accuracy and energy...
Published: 7/30/2024   |   Inventor(s): Weidong Cao
Keywords(s):  
Category(s): Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Processing Chips, Technology Classifications > Computers Electronics & Software > Artificial Intelligence, Technology Classifications > Computers Electronics & Software > Cloud Computing, Technology Classifications > Computers Electronics & Software > Databases
Conditional Variational Autoencoder for Functional Connectivity Analysis of ASD fMRI Data: A Comparative Study
Autism Spectrum Disorder (ASD), a complex neurodevelopmental condition, has been a subject of extensive research and clinical investigation due to its diverse manifestations and challenging diagnostic criteria. Existing methods for analyzing functional MRI (fMRI) data, particularly in the context of autism spectrum disorder (ASD), have faced significant...
Published: 7/30/2024   |   Inventor(s): Mariia Sidulova, Chung Hyuk Park
Keywords(s):  
Category(s): Technology Classifications > Computers Electronics & Software > Sensors, Technology Classifications > Computers Electronics & Software > Artificial Intelligence, Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Image Processing and Analysis, Technology Classifications > Medical Devices > Neurostimulation
SPACX: A Hardware and Algorithm Co-Optimized Photonic Deep Neural Network Computing Architecture
SPACX- A silicon-based Photonic accelerator for DNN Chiplets architecture The continuous increase in size and complexity of deep neural network (DNN) models leads to rapidly increasing demand for computing capacity which has outpaced the scaling capability of conventional monolithic chips. Chiplet-based DNN accelerators have emerged as a promising...
Published: 7/30/2024   |   Inventor(s): Yuan Li, Ahmed Louri
Keywords(s):  
Category(s): Technology Classifications, Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Artificial Intelligence, Technology Classifications > Computers Electronics & Software > Processing Chips, Technology Classifications > Computers Electronics & Software > Computing Architecture
Two Optical Convolutional Neural Network Accelerator
In today's AI revolution, Neural Networks (NNs) have taken center stage, driving remarkable progress in artificial intelligence over the past decade. However, existing technologies like FPGA and GPU implementations, though widely used for accelerating Convolutional Neural Networks (CNNs) face significant limitations in terms of speed, energy efficiency,...
Published: 7/30/2024   |   Inventor(s): Armin Mehrabian, Volker Sorger, Tarek El-Ghazawi, Mario Miscuglio
Keywords(s):  
Category(s): Technology Classifications, Technology Classifications > Computers Electronics & Software
Self-neutralizing air-breathing thruster and method of neutralization
An ion-engine is the cutting edge for atmospheric air-breathing engines. The technology depends on ionizing and neutralizing atmospheric air particles which create thrust. This unique possibility makes it an ideal choice for very-low-orbit satellites. Very- low-orbit satellite capabilities have benefits such as higher resolution for images, weight...
Published: 7/30/2024   |   Inventor(s): Michael Keidar, Anmol Taploo, Li Lin
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Category(s): Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Aviation, Technology Classifications > Industrial or Consumer Tech > Energy Infrastructure and Environment, Technology Classifications > Industrial or Consumer Tech > Industrial Manufacturing
Generation and enhancement of surface acoustic waves on highly doped P-Type GaAs substrates
Researchers at GW have developed a novel method to enhance the piezoelectric property of weak or none piezoelectric materials(GaAs) using surface acoustic waves and strong piezoelectric material (ZnO). This will help in generating piezoelectric effect on materials that can be used in electronic applications and optoelectronic devices. This disclosed...
Published: 7/30/2024   |   Inventor(s): Boqun Dong, Mona Zaghloul
Keywords(s):  
Category(s): Technology Classifications, Technology Classifications > Computers Electronics & Software, Technology Classifications > Industrial or Consumer Tech > Materials
Network Design for Chiplet-based Manycore Architecture
Researchers at The George Washington University are developing a flexible interconnection network design, called Adapt-Net, for chiplet-based manycore architectures. The goal of Adapt-Net is to support the concurrent communication of diverse applications running at the same time, improving the energy-efficiency and performance of the manycore architecture....
Published: 7/30/2024   |   Inventor(s): Hao Zheng, Ke Wang, Ahmed Louri
Keywords(s):  
Category(s): Technology Classifications > Computers Electronics & Software, Technology Classifications > Computers Electronics & Software > Computing Architecture