6 citations · 8 across the 3 of their papers we have counts for
4 papers
LocalTrain: Integer-Only Local Learning for Energy-Efficient CNN Training on Edge FPGAs
Shiqi Ding, Xuanyu Liang, Xinyang Liu +4
Local learning reduces cross-layer training dependencies, but an efficient accelerator must still retain operands, accumulate gradients, and select quantization scales. We present…
FFR: Forward-Forward Learning for Regression
Xinyang Liu, Xuanyu Liang, Shiqi Ding +4
The Forward-Forward (FF) algorithm offers a computationally efficient and biologically plausible alternative to backpropagation (BP) by training neural networks through purely loca…
Antiferromagnetic ordering and critical behavior induced giant magnetocaloric effect in distorted kagome lattice GdBWO
Zhuoqun Wang, Xueling Cui, Tim Treu +13
We synthesize the high-quality GdBWO single crystal and investigate its lowtemperature magnetic and thermodynamic properties. Below = 1.08 K, the anisotropic beh…
Interplay of short-range bond order and A-type antiferromagnetic order in metallic triangular lattice GdZnP
Jiesen Guo, Fan Yang, Yuzhou He +8
We investigate a hexagonal ScAlC-type antiferromagnet GdZnP single crystal. Compared with antiferromagnetic topological material EuMX (M=Zn, Cd; X=P, As), t…