Cristiana Bolchini

About Cristiana Bolchini

Cristiana Bolchini, With an exceptional h-index of 30 and a recent h-index of 15 (since 2020), a distinguished researcher at Politecnico di Milano, specializes in the field of Computer Architecture, Embedded Systems Design, Reliability, Fault Tolerance, Self-Awareness.

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

Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications

Resilience of Deep Learning applications: a systematic survey of analysis and hardening techniques

Dependability of Alternative Computing Paradigms for Machine Learning: hype or hope?

2022 Design, Automation & Test in Europe Conference & Exhibition (DATE 2022)

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022

Selective hardening of cnns based on layer vulnerability estimation

Recommending relevant papers to conference participants: A deep learning driven content-based approach

DATE 2022: Aiming for an Online/Onsite Format and Finally Moving to Online Only

Cristiana Bolchini Information

University

Position

___

Citations(all)

3673

Citations(since 2020)

806

Cited By

3290

hIndex(all)

30

hIndex(since 2020)

15

i10Index(all)

79

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Cristiana Bolchini Skills & Research Interests

Computer Architecture

Embedded Systems Design

Reliability

Fault Tolerance

Self-Awareness

Top articles of Cristiana Bolchini

Analyzing the Reliability of Alternative Convolution Implementations for Deep Learning Applications

2023/10/3

Resilience of Deep Learning applications: a systematic survey of analysis and hardening techniques

arXiv preprint arXiv:2309.16733

2023/9/27

Dependability of Alternative Computing Paradigms for Machine Learning: hype or hope?

2022/4/6

2022 Design, Automation & Test in Europe Conference & Exhibition (DATE 2022)

2022/3/14

Cristiana Bolchini
Cristiana Bolchini

H-Index: 18

Ingrid Verbauwhede
Ingrid Verbauwhede

H-Index: 57

Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, DATE 2022

2022

Cristiana Bolchini
Cristiana Bolchini

H-Index: 18

Ingrid Verbauwhede
Ingrid Verbauwhede

H-Index: 57

Selective hardening of cnns based on layer vulnerability estimation

2022/10/19

Recommending relevant papers to conference participants: A deep learning driven content-based approach

2022/7/4

Cristiana Bolchini
Cristiana Bolchini

H-Index: 18

Paolo Cremonesi
Paolo Cremonesi

H-Index: 25

DATE 2022: Aiming for an Online/Onsite Format and Finally Moving to Online Only

IEEE Design & Test

2022/6/22

Cristiana Bolchini
Cristiana Bolchini

H-Index: 18

Ingrid Verbauwhede
Ingrid Verbauwhede

H-Index: 57

Fast and accurate error simulation for cnns against soft errors

IEEE Transactions on Computers

2022/6/17

A Runtime Resource Management and Provisioning Middleware for Fog Computing Infrastructures

ACM Transactions on Internet of Things

2022/4/11

MEDTEC Students against Coronavirus: Investigating the role of hemostatic genes in the predisposition to COVID-19 Severity

Journal of Personalized Medicine

2021/11/9

Usability-based cross-layer reliability evaluation of image processing applications

2021/10/6

Approximation-based fault tolerance in image processing applications

IEEE Transactions on Emerging Topics in Computing

2021/8/3

Fault impact estimation for lightweight fault detection in image filtering

IEEE Transactions on Computers

2020/12/25

Lightweight fault detection and management for image restoration

2020/10/19

33rd IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT 2020) Technical Program October 19-21, 2020

2020/10/19

Error modeling for image processing filters accelerated onto SRAM-based FPGAs

2020/7/13

A neural network based fault management scheme for reliable image processing

IEEE Transactions on Computers

2020/1/10

Towards a phygital education: Politecnico di Milano through and after SARS-COV2

2020

Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition

2020

Cristiana Bolchini
Cristiana Bolchini

H-Index: 18

See List of Professors in Cristiana Bolchini University(Politecnico di Milano)

Co-Authors

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