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Anand Raghunathan

Purdue University System

70H-index
515Paper Count
2.0WCitation Count
Published Papers 34
Publication Date
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Softprox: A Post-Finetuning Methodology to Mitigate Softmax Bottlenecks in Transformer Workloads
errIEEE Transactions on Circuits and Systems for Artificial Intelligence
IF0
err2026-04-01
err0
PREAI
errParvathy, Aradhana Mohan; Roy, Sourjya; Ghosh, Soumendu Kumar; Raha, Arnab; Mathaikutty, Deepak; Raghunathan, Anand
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Battery-driven system design: A new frontier in low power design
errASP-DAC/VLSI DESIGN 2002: 7TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE AND 15TH INTERNATIONAL CONFERENCE ON VLSI DESIGN, PROCEEDINGS
IF0
err2024-10-23
err194
errOAAI
errLahiri, T; Raghunathan, A; Dey, S; Panigrahi, D
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errSave
LRMP: Layer Replication with Mixed Precision for spatial in-memory DNN accelerators
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-10-04
err0
errOAAI
errNallathambi, Abinand; Bose, Christin David; Haensch, Wilfried; Raghunathan, Anand
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Securing wireless data: System architecture challenges
errISSS'02: 15TH INTERNATIONAL SYMPOSIUM ON SYSTEM SYNTHESIS
IF0
err2024-09-05
err40
errOAAI
errRavi, S; Raghunathan, A; Potlapally, N
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MixTrain: accelerating DNN training via input mixing
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2024-09-04
err0
errOAAI
errKrithivasan, Sarada; Sen, Sanchari; Venkataramani, Swagath; Raghunathan, Anand
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Compute in-Memory with Non-Volatile Elements for Neural Networks: A Review from a Co-Design Perspective
errADVANCED MATERIALS
IF26.8
err2023-03-02
err28
errOAAI
errHaensch, Wilfried; Raghunathan, Anand; Roy, Kaushik; Chakrabarti, Bhaswar; Phatak, Charudatta M. M.; Wang, Cheng; Guha, Supratik
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STeP-CiM: Strain-Enabled Ternary Precision Computation-In-Memory Based on Non-Volatile 2D Piezoelectric Transistors
errFRONTIERS IN NANOTECHNOLOGY
IF3.8
err2022-07-15
err2
errOAAI
errThakuria, Niharika; Elangovan, Reena; Thirumala, Sandeep K.; Raghunathan, Anand; Gupta, Sumeet K.
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Accelerating DNN Training Through Selective Localized Learning
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2022-01-11
err6
errOAAI
errKrithivasan, Sarada; Sen, Sanchari; Venkataramani, Swagath; Raghunathan, Anand
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errSave
PIM-DRAM: Accelerating Machine Learning Workloads Using Processing in Commodity DRAM
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2021-12-01
err14
errOAAI
errRoy, Sourjya; Ali, Mustafa; Raghunathan, Anand
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Probabilistic Spike Propagation for Efficient Hardware Implementation of Spiking Neural Networks
errFRONTIERS IN NEUROSCIENCE
IF3.2
err2021-07-15
err4
errOAAI
errNallathambi, Abinand; Sen, Sanchari; Raghunathan, Anand; Chandrachoodan, Nitin
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errSave
Resistive Crossbars as Approximate Hardware Building Blocks for Machine Learning: Opportunities and Challenges
errPROCEEDINGS OF THE IEEE
IF25.9
err2020-12-01
err62
errOAAI
errChakraborty, Indranil; Ali, Mustafa; Ankit, Aayush; Jain, Shubham; Roy, Sourjya; Sridharan, Shrihari; Agrawal, Amogh; Raghunathan, Anand; Roy, Kaushik
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errSave
Gradual Channel Pruning While Training Using Feature Relevance Scores for Convolutional Neural Networks
errIEEE ACCESS
IF3.6
err2020-01-01
err19
errOAAI
errAketi, Sai Aparna; Roy, Sourjya; Raghunathan, Anand; Roy, Kaushik
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SPARCE: Sparsity Aware General-Purpose Core Extensions to Accelerate Deep Neural Networks
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2019-06-01
err26
errOAAI
errSen, Sanchari; Jain, Shubham; Venkataramani, Swagath; Raghunathan, Anand
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errSave
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2018-12-01
err33
errOAAI
errSarwar, Syed Shakib; Srinivasan, Gopalakrishnan; Han, Bing; Wijesinghe, Parami; Jaiswal, Akhilesh; Panda, Priyadarshini; Raghunathan, Anand; Roy, Kaushik
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A Quality-Configurable Approximate Serial Bus for Energy-Efficient Sensory Data Transfer
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2018-09-01
err4
errOAAI
errBehroozi, Setareh; Raghunathan, Vijay; Raghunathan, Anand; Kim, Younghyun
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errSave
CABA: Continuous Authentication Based on BioAura
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2017-05-01
err53
errOAAI
errMosenia, Arsalan; Sur-Kolay, Susmita; Raghunathan, Anand; Jha, Niraj K.
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errSave
Spin-Transfer Torque Memories: Devices, Circuits, and Systems
errPROCEEDINGS OF THE IEEE
IF25.9
err2016-07-01
err157
PREAI
errFong, Xuanyao; Kim, Yusung; Venkatesan, Rangharajan; Choday, Sri Harsha; Raghunathan, Anand; Roy, Kaushik
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errSave
Physiological Information Leakage: A New Frontier in Health Information Security
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2016-07-01
err37
PREAI
errNia, Arsalan Mohsen; Sur-Kolay, Susmita; Raghunathan, Anand; Jha, Niraj K.
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errSave
Cache Design with Domain Wall Memory
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2016-04-01
err26
PREAI
errVenkatesan, Rangharajan; Kozhikkottu, Vivek J.; Sharad, Mrigank; Augustine, Charles; Raychowdhury, Arijit; Roy, Kaushik; Raghunathan, Anand
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errSave
Systematic Poisoning Attacks on and Defenses for Machine Learning in Healthcare
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2015-11-01
err176
PREAI
errMozaffari-Kermani, Mehran; Sur-Kolay, Susmita; Raghunathan, Anand; Jha, Niraj K.
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Research Directions

No research directions
Co-authors
Cooperation Journals
K
Kaushik Roy
H-index: 101 · Papers: 1.4K
N
Niraj K. Jha
H-index: 71 · Papers: 690
S
Supratik Guha
H-index: 56 · Papers: 271
W
Wilfried Haensch
H-index: 52 · Papers: 219
C
Carla Fabiana Chiasserini
H-index: 52 · Papers: 660
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