Jacob R. Stevens | DeepAI

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Featured Co-authors

Kaushik Roy
121 publications
Dipankar Das
36 publications
Anand Raghunathan
24 publications
Bharat Kaul
19 publications
Sasikanth Avancha
18 publications
Brucek Khailany
15 publications
Rangharajan Venkatesan
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Steve Dai
6 publications
Sanchari Sen
4 publications
Shrihari Sridharan
2 publications
Amrit Nagarajan
1 publication

research

∙ 03/13/2023

X-Former: In-Memory Acceleration of Transformers

Transformers have achieved great success in a wide variety of natural la...

0 Shrihari Sridharan, et al. ∙

research

∙ 03/19/2021

GNNerator: A Hardware/Software Framework for Accelerating Graph Neural Networks

Graph Neural Networks (GNNs) use a fully-connected layer to extract feat...

0 Jacob R. Stevens, et al. ∙

research

∙ 03/16/2021

Softermax: Hardware/Software Co-Design of an Efficient Softmax for Transformers

Transformers have transformed the field of natural language processing. ...

0 Jacob R. Stevens, et al. ∙

research

∙ 10/07/2020

Optimizing Transformers with Approximate Computing for Faster, Smaller and more Accurate NLP Models

Transformer models have garnered a lot of interest in recent years by de...

0 Amrit Nagarajan, et al. ∙