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From the proposed method it was achieved record subthreshold slope (<75mv/dec) and drain current (Idmax>900 µA/µm at <50nm gate length) in sub-1nm-thick monolayer MoS2 GAA NMOS transistors.
Upon analyzing it, I was absolutely shocked by what I saw and was certain that this patent would never be granted in the state in which it was presented. However, yesterday I received notification that this patent had been granted.



By reverse-engineering the ip-stride prefetcher in modern intel processors, the researchers have successfully developed three variants of AfterImage to leak control flow information across code regions, processes and the user-kernel boundary. 

Patent: Dedicated Vector Sub-processor System - AMD


The experimental results show that CM applications from different domains outperform the best-known SIMT-based OpenCL implementations, achieving up to 2.7x speedup on the latest Intel GPU.
Patent: Variation-aware qubit movement scheme for noise intermediate scale quantum era computers - AMD





PyTorch-Direct presents a new class of tensor called “unified tensor.” While a unified tensor resides in host memory, its elements can be accessed directly by the GPUs, as if they reside in GPU memory.


Also, it's proposed a neural network called ADAPTNET which recommends an array configuration and dataflow for the current layer parameters.
Patent: GPU cache management based on locality type detection - AMD


Patent: Dynamically structured single instruction, multiple data (SIMD) instructions - Xilinx


https://twitter.com/Underfox3/status/1328743554437447682
Patent: Activation Function Functional Block for Electronic Devices - AMD


Patent: System and method for scheduling instructions in a multithread simd architecture with a fixed number of registers - AMD

Patent: Side information for video data transmission - AMD


Patent: Runtime localized cooling of high-performance processors - AMD


Patent: Multiple Application Cooperative Frame-based GPU Scheduling - AMD


Patent: Energy Efficient Adaptive Data Encoding Method And Circuit - AMD


Patent: Molded die last chip combination - AMD

Patent: Even/odd die aware signal distribution in stacked die device - AMD

