Ashwin Bhat

Ashwin Bhat

Georgia Institute of Technology

H-index: 5

North America-United States

About Ashwin Bhat

Ashwin Bhat, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at Georgia Institute of Technology, specializes in the field of Explainable AI, FPGA, RRAM, Hardware Accelerators.

His recent articles reflect a diverse array of research interests and contributions to the field:

Explainable ECG Beat Classification On The Edge for Smart, Trustworthy and Low-Power Wearables

A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Event-Based Target Identification and Tracking

Reducing Overhead of Feature Importance Visualization via Static GradCAM Computation

E-Track: Eye Tracking with Event Camera for Extended Reality (XR) Applications

A Scalable Platform for Single-Snapshot Direction Of Arrival (DOA) Estimation in Massive MIMO Systems

M5: Multi-modal Multi-task Model Mapping on Multi-FPGA with Accelerator Configuration Search

A 73.53 TOPS/W 14.74 TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking

Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI

Ashwin Bhat Information

University

Position

___

Citations(all)

178

Citations(since 2020)

169

Cited By

55

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

3

i10Index(since 2020)

3

Email

University Profile Page

Google Scholar

Ashwin Bhat Skills & Research Interests

Explainable AI

FPGA

RRAM

Hardware Accelerators

Top articles of Ashwin Bhat

Explainable ECG Beat Classification On The Edge for Smart, Trustworthy and Low-Power Wearables

2023/10/19

Ashwin Bhat
Ashwin Bhat

H-Index: 3

Arijit Raychowdhury
Arijit Raychowdhury

H-Index: 31

A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Event-Based Target Identification and Tracking

IEEE Journal of Solid-State Circuits

2023/8/8

Reducing Overhead of Feature Importance Visualization via Static GradCAM Computation

2023/6/11

Ashwin Bhat
Ashwin Bhat

H-Index: 3

Arijit Raychowdhury
Arijit Raychowdhury

H-Index: 31

E-Track: Eye Tracking with Event Camera for Extended Reality (XR) Applications

2023/6/11

Ashwin Bhat
Ashwin Bhat

H-Index: 3

Arijit Raychowdhury
Arijit Raychowdhury

H-Index: 31

A Scalable Platform for Single-Snapshot Direction Of Arrival (DOA) Estimation in Massive MIMO Systems

2023/6/5

M5: Multi-modal Multi-task Model Mapping on Multi-FPGA with Accelerator Configuration Search

2023/4/17

Stefan Abi-Karam
Stefan Abi-Karam

H-Index: 0

Ashwin Bhat
Ashwin Bhat

H-Index: 3

A 73.53 TOPS/W 14.74 TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking

2023/2/19

Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI

2023

Ashwin Bhat
Ashwin Bhat

H-Index: 3

Arijit Raychowdhury
Arijit Raychowdhury

H-Index: 31

Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge

2022/10/3

Ashwin Bhat
Ashwin Bhat

H-Index: 3

Arijit Raychowdhury
Arijit Raychowdhury

H-Index: 31

Exploration into the Explainability of Neural Network Models for Power Side-Channel Analysis

2022/6/6

General Izhikevich Dynamics In PR0.7 CA0.3 MNO3 RRAM Neuron

2020/8/10

Reaction-Drift Model for Switching Transients in Pr₀. ₇Ca₀. ₃MnO₃-Based Resistive RAM

IEEE Transactions on Electron Devices

2020/8/5

See List of Professors in Ashwin Bhat University(Georgia Institute of Technology)

Co-Authors

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