WebPeng Gu, Boxun Li, Tianqi Tang, Shimeng Yu, Yu Cao, Yu Wang, and Huazhong Yang. 2015. Technological exploration of RRAM crossbar array for matrix-vector multiplication. In Proceedings of the 2015 20th Asia and South Pacific Design Automation Conference (ASP-DAC’15). IEEE, Los Alamitos, CA, 106--111. Google Scholar; Simon S. Haykin. 2009. WebIEEE/ACM Design, Automation ... A 40nm Analog-Input ADC-Free Compute-in-Memory RRAM Macro with Pulse-Width Modulation …
Efficient in-memory computing architecture based on crossbar arrays
WebKey innovations include: 1) An end-to-end simulator for RRAM NPU is developed with an integrated framework from device to algorithm. 2) The complete design of circuit and … WebMar 13, 2015 · Resistive switching random access memory (RRAM) is a leading candidate for next-generation nonvolatile and storage-class memories and monolithic integration of logic with memory interleaved in multiple layers. To meet the increasing need for device-circuit-system co-design and optimization for applications from digital memory systems … on the town 1944
Variation-aware, reliability-emphasized design and optimization of RRAM …
WebApr 21, 2024 · The RRAM implementation mainly includes an RRAM crossbar array working as network synapses, an analog design of the spiking neuron, an input encoding scheme, and a mapping algorithm to configure the RRAM-based spiking neural network. ... can we use it for real-world application? In Proceedings of the 2015 Design, … WebProcessing-in-Memory (PIM) based on Resistive Random Access Memory (RRAM) is an emerging acceleration architecture for artificial neural networks. This paper proposes an RRAM PIM accelerator architecture that does not use Analog-to-Digital Converters (ADCs) and Digital-to-Analog Converters (DACs). Additionally, no additional memory usage is … WebMay 14, 2024 · For both computationally accurate and efficient array simulation, the voltage-dependent VRRAM model was specifically designed to incorporate the intrinsic behavior … on the total curvature of knots