7 citations · 16 across the 3 of their papers we have counts for
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cs.AR2025★ 3 cited
Strassen Multisystolic Array Hardware Architectures
Trevor E. Pogue, Nicola Nicolici
While Strassen's matrix multiplication algorithm reduces the complexity of naive matrix multiplication, general-purpose hardware is not suitable for achieving the algorithm's promi…
cs.AR2025★ 7 cited
Karatsuba Matrix Multiplication and its Efficient Custom Hardware Implementations
Trevor E. Pogue, Nicola Nicolici
While the Karatsuba algorithm reduces the complexity of large integer multiplication, the extra additions required minimize its benefits for smaller integers of more commonly-used…
cs.AR2023★ 6 cited
Fast Inner-Product Algorithms and Architectures for Deep Neural Network Accelerators
Trevor E. Pogue, Nicola Nicolici
We introduce a new algorithm called the Free-pipeline Fast Inner Product (FFIP) and its hardware architecture that improve an under-explored fast inner-product algorithm (FIP) prop…