Title
A 7.3 M Output Non-Zeros/J, 11.7 M Output Non-Zeros/GB Reconfigurable Sparse Matrix-Matrix Multiplication Accelerator.
Abstract
A sparse matrix-matrix multiplication (SpMM) accelerator with 48 heterogeneous cores and a reconfigurable memory hierarchy is fabricated in 40-nm CMOS. The compute fabric consists of dedicated floating-point multiplication units, and general-purpose Arm Cortex-M0 and Cortex-M4 cores. The on-chip memory reconfigures scratchpad or cache, depending on the phase of the algorithm. The memory and comput...
Year
DOI
Venue
2020
10.1109/JSSC.2019.2960480
IEEE Journal of Solid-State Circuits
Keywords
DocType
Volume
Sparse matrices,Sorting,Indexes,Computer architecture,System-on-chip,Bandwidth,Kernel
Journal
55
Issue
ISSN
Citations 
4
0018-9200
2
PageRank 
References 
Authors
0.37
0
18
Name
Order
Citations
PageRank
Dong-Hyeon Park1282.49
subhankar pal2325.27
Siying Feng3201.61
Paul Gao4162.41
Jielun Tan532.41
Austin Rovinski61377.24
Shaolin Xie720.37
Chun Zhao8277.67
Aporva Amarnath9395.18
Timothy Wesley1020.37
Jonathan Beaumont11362.85
Kuan-Yu Chen1245055.78
Chaitali Chakrabarti131978184.17
Michael Bedford Taylor141707154.51
Trevor Mudge156139659.74
David Blaauw168916823.47
Hun-Seok Kim1729427.15
Ronald G. Dreslinski18125881.02