用于非布尔关联计算的二氧化钒- mosfet (HVFET)双耦合振荡器

N. Shukla, A. Parihar, M. Cotter, M. Barth, Xueqing Li, Nandhini Chandramoorthy, H. Paik, D. Schlom, V. Narayanan, A. Raychowdhury, Suman Datta
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引用次数: 69

摘要

与图像/模式识别等关联计算相关的信息处理应用在布尔处理框架中消耗了过多的计算资源。这激发了对此类应用程序的非布尔计算方法的探索。在这项工作中,我们展示了(i)由二氧化钒(VO2)金属-绝缘体-过渡(MIT)系统与MOSFET集成组成的新型成对耦合振荡器组合;(ii)基于输入模拟电压差的振荡器之间的同步程度;(iii)实现快速高效求Lk分数距离范数(k<;1)的硬件平台;(iv)与CMOS加速器相比,图像处理质量提高,耦合振荡器功耗降低约20倍。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Pairwise coupled hybrid vanadium dioxide-MOSFET (HVFET) oscillators for non-boolean associative computing
Information processing applications related to associative computing like image / pattern recognition consume excessive computational resources in the Boolean processing framework. This motivates the exploration of a non-Boolean computing approach for such applications. In this work, we demonstrate, (i) novel hybrid set of pair-wise coupled oscillators comprising of vanadium dioxide (VO2) metal-insulator-transition (MIT) system integrated with MOSFET; (ii) degree of synchronization between oscillators based on input analog voltage difference; (iii) implementation of hardware platform for fast and efficient evaluation of Lk fractional distance norm (k<;1); (iv) improved quality of image processing and ~20X lower power consumption of the coupled oscillators over a CMOS accelerator.
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