P. Pande

Look-Up Table-Based Energy-Efficient Architecture for Neural Accelerators (LANA)
20260 citationsauthor #6
Special Issue Dedicated to the 2024 Symposium on Integrated Circuits and Systems Design (SBCCI)
20260 citationsauthor #1
Special Issue on Emerging Challenges With 3-D NAND Flash Storage
20260 citationsauthor #1
HpT: Hybrid Acceleration of Spatio-Temporal Attention Model Training on Heterogeneous Manycore Architectures
20253 citationsauthor #4
Odin: Learning to Optimize Operation Unit Configuration for Energy-efficient DNN Inferencing
20251 citationsauthor #3
Special Issue on the 2023 Symposium on Integrated Circuits and Systems Design
20250 citationsauthor #1
Special Issue on Top Picks in Test and Reliability
20250 citationsauthor #1
ERGo: Energy-Efficient Hybrid Graph Neural Network Training on Processing-in-Memory Architectures
20250 citationsauthor #4
HePGA: A Heterogeneous Processing-in-Memory based GNN Training Accelerator
20250 citationsauthor #6
Designing High-Performance and Thermally Feasible Multi-Chiplet Architectures Enabled by Non-Bendable Glass Interposer
20251 citationsauthor #4
DEAR: Dependable 3D Architecture for Robust DNN Training
20251 citationsauthor #6
HeMu: Energy-Efficient DNN Inferencing via Heterogeneous-Multi-Chiplet Architectures
20251 citationsauthor #5
GINA: Exploiting Graph Neural Network Layer Features for Energy Efficient Inferencing in NVM-based PIM Accelerators
20250 citationsauthor #6
Special Issue on TinyML
20250 citationsauthor #1
ThRIve: Thermally Robust CNN Inference via Low-Rank Adaptation in Heterogeneous PIM Architectures
20250 citationsauthor #4
Special Issue on Wearable IoT Devices for Reliable Mobile Health Applications
20250 citationsauthor #1
Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures
20257 citationsauthor #3
Special Issue on 20 Years of IEEE CEDA
20250 citationsauthor #1
Top Picks in Hardware and Embedded Security 2022
20250 citationsauthor #1
THERMOS: Thermally-Aware Multi-Objective Scheduling of AI Workloads on Heterogeneous Multi-Chiplet PIM Architectures
20253 citationsauthor #5
HeTraX: Energy Efficient 3D Heterogeneous Manycore Architecture for Transformer Acceleration
20247 citationsauthor #3
Heterogeneous Manycore In-Memory Computing Architectures: (Invited Paper)
20240 citationsauthor #5
Dataflow-Aware PIM-Enabled Manycore Architecture for Deep Learning Workloads
20241 citationsauthor #5
Ethics in Computing
20240 citationsauthor #1
Open-Source Silicon
20240 citationsauthor #1
Guest Editorial Chip and Package-Scale Communication-Aware Architectures for General-Purpose, Domain-Specific, and Quantum Computing Systems
20240 citationsauthor #4
SEC-CiM: Selective Error Compensation for ReRAM-based Compute-in-Memory*
20242 citationsauthor #6
Postquantum Cryptography for Internet of Things
20242 citationsauthor #1
Data Pruning-enabled High Performance and Reliable Graph Neural Network Training on ReRAM-based Processing-in-Memory Accelerators
20241 citationsauthor #5
TEFLON: Thermally Efficient Dataflow-Aware 3D NoC for Accelerating CNN Inferencing on Manycore PIM Architectures
20248 citationsauthor #4
Special Issue on the 2021 Workshop on Top Picks in Hardware and Embedded Security
20240 citationsauthor #1
Thermal Modeling and Management Challenges in Heterogenous Integration: 2.5D Chiplet Platforms and Beyond
20245 citationsauthor #8
HuNT: Exploiting Heterogeneous PIM Devices to Design a 3-D Manycore Architecture for DNN Training
20245 citationsauthor #6
FARe: Fault-Aware GNN Training on ReRAM-Based PIM Accelerators
20245 citationsauthor #6
Silicon Lifecycle Management
20242 citationsauthor #1
Robust and Secure Systems
20240 citationsauthor #1
MFIT : Multi-FIdelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures
202412 citationsauthor #8
Look-Up Table based Neural Network Hardware
20240 citationsauthor #6
Mitigating Slow-to-Write Errors in Memristor-Mapped Graph Neural Networks Induced by Adversarial Attacks
20242 citationsauthor #4
Machine Learning for CAD/EDA
20231 citationsauthor #1
40th IEEE VLSI Test Symposium 2022
20230 citationsauthor #1
Special Issue on Testability and Dependability of Artificial Intelligence Hardware
20231 citationsauthor #1
Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems
20234 citationsauthor #6
ReaLPrune: ReRAM Crossbar-Aware Lottery Ticket Pruning for CNNs
20239 citationsauthor #5
The 2022 Symposium on Integrated Circuits and Systems Design (SBCCI 2022)
20230 citationsauthor #1
GraphIte: Accelerating Iterative Graph Algorithms on ReRAM Architectures via Approximate Computing
20231 citationsauthor #3
Florets for Chiplets: Data Flow-aware High-Performance and Energy-efficient Network-on-Interposer for CNN Inference Tasks
202318 citationsauthor #7
Energy-Efficient ReRAM-Based ML Training via Mixed Pruning and Reconfigurable ADC
20239 citationsauthor #7
ESSENCE: Exploiting Structured Stochastic Gradient Pruning for Endurance-Aware ReRAM-Based In-Memory Training Systems
20236 citationsauthor #4
Dynamic Task Remapping for Reliable CNN Training on ReRAM Crossbars
20236 citationsauthor #3
A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models
202316 citationsauthor #5
Processing-in-memory (PIM)-based Manycore Architecture for Training Graph Neural Networks
20230 citationsauthor #1
Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-Based DNN Accelerators
202311 citationsauthor #9
The 2023 Networks-on-Chip (NOCS) Symposium
20230 citationsauthor #1
Approximate Computing: Challenges, Methodologies, Algorithms, and Architectures for Dependable and Secure Systems
20231 citationsauthor #1
Accelerating Graph Neural Network Training on ReRAM-Based PIM Architectures via Graph and Model Pruning
20236 citationsauthor #7
Achieving Datacenter-scale Performance through Chiplet-based Manycore Architectures
20235 citationsauthor #5
Attacking Memristor-Mapped Graph Neural Network by Inducing Slow-to-Write Errors
20231 citationsauthor #4
Uncertainty-Aware Online Learning for Dynamic Power Management in Large Manycore Systems
20233 citationsauthor #5
Dynamic Power Management in Large Manycore Systems: A Learning-to-Search Framework
20234 citationsauthor #6
EDAML 2022 Invited Speaker 6: Reliable Processing-in-Memory based Manycore Architectures for Deep Learning: From CNNs to GNNs
20220 citationsauthor #1
Special Issue on Near-Memory and In-Memory Processing
20220 citationsauthor #1
SWAP: A Server-Scale Communication-Aware Chiplet-Based Manycore PIM Accelerator
202227 citationsauthor #5
Accelerating Graph Computations on 3D NoC-Enabled PIM Architectures
20225 citationsauthor #5
Session details: Special Session: Making ML Reliable: From Devices to Systems to Software
20220 citationsauthor #2
Special Issue on NOCS 2022
20220 citationsauthor #1
NoC-enabled 3D Heterogeneous Manycore Systems for Big-Data Applications
20221 citationsauthor #3
Accelerating Large-Scale Graph Neural Network Training on Crossbar Diet
20227 citationsauthor #7
Special Issue on Design and Test of Multidie Packages
20220 citationsauthor #1
Special Issue on Benchmarking Machine Learning Systems and Applications
20220 citationsauthor #1
An Inductor-First Single-Inductor Multiple-Output Hybrid DC–DC Converter With Integrated Flying Capacitor for SoC Applications
202215 citationsauthor #5
Fault-tolerant Deep Learning using Regularization
20220 citationsauthor #4
Special Issue on 2021 Top Picks in Hardware and Embedded Security
20220 citationsauthor #1
High-Throughput Training of Deep CNNs on ReRAM-Based Heterogeneous Architectures via Optimized Normalization Layers
20227 citationsauthor #4
ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks
202126 citationsauthor #4
DARe: DropLayer-Aware Manycore ReRAM architecture for Training Graph Neural Networks
202112 citationsauthor #4
Performance and Accuracy Tradeoffs for Training Graph Neural Networks on ReRAM-Based Architectures
202117 citationsauthor #4
3D++: Unlocking the Next Generation of High-Performance and Energy-Efficient Architectures using M3D Integration
20213 citationsauthor #4
Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs: (ICCAD Special Session Paper)
20216 citationsauthor #4
Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach
202110 citationsauthor #5
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise
202140 citationsauthor #6
Power Management of Monolithic 3D Manycore Chips with Inter-tier Process Variations
20215 citationsauthor #5
A General Hardware and Software Co-Design Framework for Energy-Efficient Edge AI
202110 citationsauthor #3
ReaLPrune: ReRAM Crossbar-aware Lottery Ticket Pruned CNNs
20212 citationsauthor #5
Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators
202112 citationsauthor #5
High-Performance and Energy-Efficient 3D Manycore GPU Architecture for Accelerating Graph Analytics
20212 citationsauthor #4
An Energy-aware Online Learning Framework for Resource Management in Heterogeneous Platforms
202044 citationsauthor #4
Inter-Tier Process-Variation-Aware Monolithic 3-D NoC Design Space Exploration
20208 citationsauthor #5
3D-ReG
20204 citationsauthor #3
HeM3D
20201 citationsauthor #6
A Wide Output Voltage Range Single-Input-Multi-Output Hybrid DC-DC Converter Achieving 87.5% Peak Efficiency With a Fast Response Time and Low Cross Regulation for DVFS Applications
20209 citationsauthor #5
Analysis and Design Method of Multiple-Output Switched-Capacitor Voltage Regulators With a Reduced Number of Power Electronic Components
20207 citationsauthor #6
GRAMARCH: A GPU-ReRAM based Heterogeneous Architecture for Neural Image Segmentation
202013 citationsauthor #5
PETNet: Polycount and Energy Trade-off Deep Networks for Producing 3D Objects from Images
20203 citationsauthor #3
Power, Performance, and Thermal Trade-offs in M3D-enabled Manycore Chips
20202 citationsauthor #6
Online Adaptive Learning for Runtime Resource Management of Heterogeneous SoCs
20204 citationsauthor #6
Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning
202018 citationsauthor #6
SETGAN: Scale and Energy Trade-off GANs for Image Applications on Mobile Platforms
20205 citationsauthor #3
Making a Case for Partially Connected 3D NoC
20208 citationsauthor #5
AccuReD: High Accuracy Training of CNNs on ReRAM/GPU Heterogeneous 3-D Architecture
202037 citationsauthor #3

PROFILE

PAPERS

TIMELINE

COAUTHOR MAP

CONCEPT FOOTPRINT