TY - GEN
T1 - Processing in Memory for Mathematics of Arrays Operations
AU - Grout, Ian
AU - Mullin, Lenore
N1 - Publisher Copyright:
© 2022 IEEE.
PY - 2022
Y1 - 2022
N2 - Processing In Memory (PIM), also referred to as Processor in Memory, is the integration of a processor with RAM (Random Access Memory) on a single Integrated Circuit (IC). In this paper, the concept of PIM is developed to support memory read/write requirements for Mathematics of Arrays (MoA) operations that implement tensor inner and outer products. The concept for MoA in PIM supports the integration of the processing operations and data storage memory, allowing for increases in processing speed and memory data transfer rate, and can support decreases in memory access latency and power usage.
AB - Processing In Memory (PIM), also referred to as Processor in Memory, is the integration of a processor with RAM (Random Access Memory) on a single Integrated Circuit (IC). In this paper, the concept of PIM is developed to support memory read/write requirements for Mathematics of Arrays (MoA) operations that implement tensor inner and outer products. The concept for MoA in PIM supports the integration of the processing operations and data storage memory, allowing for increases in processing speed and memory data transfer rate, and can support decreases in memory access latency and power usage.
KW - Mathematics of Arrays
KW - Processing in Memory
KW - tensor products
UR - http://www.scopus.com/inward/record.url?scp=85146438978&partnerID=8YFLogxK
U2 - 10.1109/ICPEI55293.2022.9986904
DO - 10.1109/ICPEI55293.2022.9986904
M3 - Conference contribution
AN - SCOPUS:85146438978
T3 - 2022 International Conference on Power, Energy and Innovations, ICPEI 2022
BT - 2022 International Conference on Power, Energy and Innovations, ICPEI 2022
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2022 International Conference on Power, Energy and Innovations, ICPEI 2022
Y2 - 19 October 2022 through 21 October 2022
ER -