Execution of stored programs by a rapid single-flux-quantum random-access-memory-embedded bit-serial microprocessor using 50-GHz clock frequency
Sign Up to like & getrecommendations! Published in 2023 at "Applied Physics Letters"
DOI: 10.1063/5.0148273
Abstract: We have demonstrated the execution of several programs stored in an instruction memory by a rapid single-flux-quantum bit-serial 8-bit microprocessor named CORE e2h. We employed a minimal instruction set architecture composed of 13 instructions based… read more here.
Keywords: single flux; rapid single; flux quantum; memory ... See more keywords
A Dynamic-Precision Bit-Serial Computing Hardware Accelerator for Solving Partial Differential Equations Using Finite Difference Method
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal of Solid-State Circuits"
DOI: 10.1109/jssc.2022.3174354
Abstract: This article presents an all-digital hardware accelerator for solving partial differential equations using the finite difference method (FDM) with dynamically reconfigurable computing bit precision. The proposed accelerator consists of 21 $\times $ 21 bit-serial processing… read more here.
Keywords: bit; tex math; inline formula; accelerator ... See more keywords
Network Pruning for Bit-Serial Accelerators
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems"
DOI: 10.1109/tcad.2022.3203955
Abstract: Bit-serial architectures (BSAs) are becoming increasingly popular in low-power neural network processor (NNP) designs for edge scenarios. However, the performance and energy efficiency of state-of-the-art BSA NNPs heavily depends on both the proportion and distribution… read more here.
Keywords: network; bit; bit serial; accuracy ... See more keywords