Morning Overview on MSN

Photonic AI chip targets faster convolutions with far less energy

Engineers at the University of Florida have built a photonic chip that performs convolutions, the most compute-heavy operation in modern AI, using light instead of electricity and delivering roughly ...
EurekAlert!

A domain generalization method for EEG based on domain-invariant feature and data augmentation

(A) Overall structure of the model. MLP, multilayer perceptron. (B) Structure of the time encoder module. (C) Structure of the channel encoder module. BN, batch normalization. “Domain bias caused by ...
IEEE

Real-Time Self-Supervised Ultrasound Image Enhancement Using Test-Time Adaptation for Sophisticated Rotator Cuff Tear Diagnosis

Abstract: Medical ultrasound imaging is a key diagnostic tool across various fields, with computer-aided diagnosis systems benefiting from advances in deep learning. However, its lower resolution and ...
Frontiers

Toward a Visualized Classifier for Depression: Characterization of Hemodynamic Patterns Using Time-Domain fNIRS

The final, formatted version of the article will be published soon. Background: Major depressive disorder (MDD) is a chronic illness associated with considerable morbidity and is characterized by high ...
IEEE

A 40GS/s 8bit Time-Interleaved Time-Domain ADC Featuring SFDR-Enhanced Sample-and-Hold Circuit and Power-Efficient Adaptive Pulse Generator in 28nm CMOS

Abstract: This paper reports a 40 GS/s 8b Time-Interleaved (TI) time-domain gated-ring-oscillator analog-to-digital converter (GRO-ADC). The smallest interleaving number of 32 is achieved with a ...