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researcher

Shamma Nasrin

5 papers hereh-index 7223 citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4
  • middle author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AR2
  • cs.LG1
  • cs.NE1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedSupported-BinaryNet: Bitcell Array-based Weight Supports for Dynamic Accuracy-Latency Trade-offs in SRAM-based Binarized Neural Network

2 citations · 2 across the 5 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.NE2019★ 2 cited

Supported-BinaryNet: Bitcell Array-based Weight Supports for Dynamic Accuracy-Latency Trade-offs in SRAM-based Binarized Neural Network

Shamma Nasrin, Srikanth Ramakrishna, Theja Tulabandhula +1

In this work, we introduce bitcell array-based support parameters to improve the prediction accuracy of SRAM-based binarized neural network (SRAM-BNN). Our approach enhances the tr…

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