论文标题
用电阻时间内存存储和检索波前
Storing and retrieving wavefronts with resistive temporal memory
论文作者
论文摘要
我们通过为多通道时间模式或“波前”开发内存来扩展时间计算方案的范围。此时间内存重新填充了常规的单晶体管对准(1T1R)Memristor横杆,以用于到达时间的编码,单线临时计算环境。 MEMRISTOR电阻和关联的电路电容提供了必要的时间常数,从而使内存阵列能够存储和检索波前。这种内存的检索操作自然在时间域中,并且可以使用所得波前来触发时间域计算。虽然可以使用标准数字技术记录波前,但是该方法在时间和数字域之间具有大量的翻译成本。为了避免这些成本,我们提出了一个峰值定时依赖性可塑性(STDP)灵感的波前记录方案,以捕获传入的波前。我们通过实验验证的Memristor模型来模拟这些设计,并分析Memristor非理想性对此类内存操作的影响。
We extend the reach of temporal computing schemes by developing a memory for multi-channel temporal patterns or "wavefronts." This temporal memory re-purposes conventional one-transistor-one-resistor (1T1R) memristor crossbars for use in an arrival-time coded, single-event-per-wire temporal computing environment. The memristor resistances and the associated circuit capacitances provide the necessary time constants, enabling the memory array to store and retrieve wavefronts. The retrieval operation of such a memory is naturally in the temporal domain and the resulting wavefronts can be used to trigger time-domain computations. While recording the wavefronts can be done using standard digital techniques, that approach has substantial translation costs between temporal and digital domains. To avoid these costs, we propose a spike timing dependent plasticity (STDP) inspired wavefront recording scheme to capture incoming wavefronts. We simulate these designs with experimentally validated memristor models and analyze the effects of memristor non-idealities on the operation of such a memory.