Pande, Partha Pratim

1. A Heterogeneous Chiplet Architecture for Accelerating End-to-End Transformer Models
   2023/12/18 by Harsh Sharma, Pratyush Dhingra, Sharma, Harsh +7 · 5 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Interconnection Networks and Systems
2. Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise
   2021/09/12 by Xiaoxuan Yang, Syrine Belakaria, Yang, Xiaoxuan +13 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG)
3. Machine Learning and Manycore Systems Design: A Serendipitous Symbiosis
   2017/11/30 by Kim, Ryan Gary, Doppa, Janardhan Rao, Pande, Partha Pratim +2 · 1 citation
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
4. ReGraphX: NoC-enabled 3D Heterogeneous ReRAM Architecture for Training Graph Neural Networks
   2021/02/16 by Arka, Aqeeb Iqbal, Joardar, Biresh Kumar, Doppa, Janardhan Rao +2 · 1 citation
   #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
5. MFIT: Multi-Fidelity Thermal Modeling for 2.5D and 3D Multi-Chiplet Architectures
   2024/10/11 by Lukas Pfromm, Pfromm, Lukas, Alish Kanani +15 · 5 citations
   Engineering · Materials Science · #3D IC and TSV technologies #Electronic Packaging and Soldering Technologies #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Thermal properties of materials
6. Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators
   2023/10/17 by Xueying Wu, Edward Hanson, Wu, Xueying +21 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning and ELM
7. An Energy-Aware Online Learning Framework for Resource Management in\n Heterogeneous Platforms
   2020/03/20 by Sumit K. Mandal, Ganapati Bhat, Mandal, Sumit K. +7 · 1 citation
   Computer Science · Engineering · #Distributed #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Green IT and Sustainability #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
8. Atleus: Accelerating Transformers on the Edge Enabled by 3D Heterogeneous Manycore Architectures
   2025/01/16 by Pratyush Dhingra, Dhingra, Pratyush, Janardhan Rao Doppa +3 · 1 citation
   Engineering · #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Plasma Diagnostics and Applications