Akul Malhotra | DeepAI

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∙ 12/29/2022

FlatENN: Train Flat for Enhanced Fault Tolerance of Quantized Deep Neural Networks

Model compression via quantization and sparsity enhancement has gained a...

0 Akul Malhotra, et al. ∙

∙ 01/05/2022

ADRA: Extending Digital Computing-in-Memory with Asymmetric Dual-Row-Activation

Computing in-memory (CiM) has emerged as an attractive technique to miti...

0 Akul Malhotra, et al. ∙

∙ 11/16/2019

Exploiting Oxide Based Resistive RAM Variability for Bayesian Neural Network Hardware Design

Uncertainty plays a key role in real-time machine learning. As a signifi...

0 Akul Malhotra, et al. ∙

∙ 11/16/2019

Exploiting Oxide Based Resistive RAM Variability for Probabilistic AI Hardware Design

Uncertainty plays a key role in real-time machine learning. As a signifi...

0 Akul Malhotra, et al. ∙

∙ 10/01/2019

A Novel Low Power Non-Volatile SRAM Cell with Self Write Termination

A non-volatile SRAM cell is proposed for low power applications using Sp...

0 Kanika Monga, et al. ∙

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