Bin Ren

TL;DR: The photoluminescence (PL) from silicon surfaces during photoelectrochemical etching processes was monitored in situ by using a confocal microprobe spectrometer.

TL;DR: In this paper, a compiler-aware pruning search framework is proposed to achieve real-time inference of 3D object detection on the resource-limited mobile devices, where a generator is applied to sample better pruning proposals in the search space based on current proposals with their performance, and an evaluator is adopted to evaluate the sampled pruning proposal performance.

TL;DR: BLCR is proposed, a novel block-based pruning framework that comprises a general and flexible structured pruning scheme that enjoys higher flexibility while exploiting full on-device parallelism, as well as a powerful and efficient reweighted regularization method to achieve the proposed sparsity scheme.

TL;DR: In this article, a combined surface-enhanced raman spectroscopy (SERS) and mechanically controllable break junction (MCBJ) method was developed to detect and characterize molecular junctions formed by two electrochemically nanofabricated electrodes on silicon chips.

TL;DR: In this article, a novel Memory-Economic Sparse Training (MEST) framework is proposed for accurate and fast execution on edge devices. And the authors explore the impact of model sparsity, sparsity schemes, and sparse training algorithms on the number of removable training examples.