eldorado.tu-dortmund.de/items/f70c3a2b-5094-4420-9a08-02373cbb00e9/full
Unlocking efficiency in BNNs: global by local thresholding for analog-based HW accelerators
IEEE journal on emerging and selected topics in circuits and systems;13(4) dc.rights.uri https://creativecommons.org/licenses/by/4.0/ de dc.subject registers de dc.subject neurons de dc.subject logic gates [...] evaluations with two BNN architectures, using LTA reduces the area by 42x and 54x, the energy by 2.7x and 4.2x, and the latency by 3.8x and 1.15x, compared to the state-of-the-art crossbar-based BNN accelerators [...] Accelerators," in IEEE Journal on Emerging and Selected Topics in Circuits and Systems, vol. 13, no. 4, pp. 940-955, Dec. 2023, doi: 10.1109/JETCAS.2023.3315561 de eldorado.secondarypublication.primaryidentifier …