Anup Das

发表

Power-Accuracy Trade-Offs for Heartbeat Classification on Neural Networks Hardware

Francky Catthoor, Federico Corradi, Adarsha Balaji, 2018, J. Low Power Electron..

A bit-interleaved embedded hamming scheme to correct single-bit and multi-bit upsets for SRAM-based FPGAs

Akash Kumar, Shyamsundar Venkataraman, Anup Das, 2014, 2014 24th International Conference on Field Programmable Logic and Applications (FPL).

Approaches to Transient Computing for Energy Harvesting Systems: A Quantitative Evaluation

Alex S. Weddell, Geoff V. Merrett, Bashir M. Al-Hashimi, 2015, ENSsys@SenSys.

RAPIDITAS: RAPId Design-Space-Exploration Incorporating Trace-Based Analysis and Simulation

Amit Kumar Singh, Akash Kumar, Anup Das, 2013, 2013 Euromicro Conference on Digital System Design.

VRL-DRAM: Improving DRAM Performance via Variable Refresh Latency

Onur Mutlu, Hasan Hassan, Anup Das, 2018, 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC).

Energy-aware task mapping and scheduling for reliable embedded computing systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2014, ACM Trans. Embed. Comput. Syst..

Communication and migration energy aware task mapping for reliable multiprocessor systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2014, Future Gener. Comput. Syst..

Combined DVFS and mapping exploration for lifetime and soft-error susceptibility improvement in MPSoCs

Bharadwaj Veeravalli, Cristiana Bolchini, Akash Kumar, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Fault-aware task re-mapping for throughput constrained multimedia applications on NoC-based MPSoCs

Akash Kumar, Anup Das, 2012, 2012 23rd IEEE International Symposium on Rapid System Prototyping (RSP).

Run-time mapping for reliable many-cores based on energy/performance trade-offs

Bharadwaj Veeravalli, Cristiana Bolchini, Matteo Carminati, 2013, 2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS).

Autonomous Soft-Error Tolerance of FPGA Configuration Bits

Akash Kumar, Shyamsundar Venkataraman, Anup Das, 2015, TRETS.

A Framework for the Analysis of Throughput-Constraints of SNNs on Neuromorphic Hardware

Adarsha Balaji, Anup Das, 2019, 2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI).

Improving autonomous soft-error tolerance of FPGA through LUT configuration bit manipulation

Akash Kumar, Shyamsundar Venkataraman, Anup Das, 2013, 2013 23rd International Conference on Field programmable Logic and Applications.

A study on performance benefits of core morphing in an asymmetric multicore processor

Israel Koren, Sandip Kundu, Anup Das, 2010, 2010 IEEE International Conference on Computer Design.

Temperature aware energy-reliability trade-offs for mapping of throughput-constrained applications on multimedia MPSoCs

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2014, 2014 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Dataflow-Based Mapping of Spiking Neural Networks on Neuromorphic Hardware

Akash Kumar, Anup Das, 2018, ACM Great Lakes Symposium on VLSI.

Exploration of Segmented Bus As Scalable Global Interconnect for Neuromorphic Computing

Francky Catthoor, Adarsha Balaji, Yuefeng Wu, 2019, ACM Great Lakes Symposium on VLSI.

Fault-tolerant network interface for spatial division multiplexing based Network-on-Chip

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2012, 7th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC).

Aging-aware hardware-software task partitioning for reliable reconfigurable multiprocessor systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2013, 2013 International Conference on Compilers, Architecture and Synthesis for Embedded Systems (CASES).

Design Methodology for Embedded Approximate Artificial Neural Networks

Adarsha Balaji, Akash Kumar, Salim Ullah, 2019, ACM Great Lakes Symposium on VLSI.

Heartbeat Classification in Wearables Using Multi-layer Perceptron and Time-Frequency Joint Distribution of ECG

Francky Catthoor, Anup Das, Siebren Schaafsma, 2018, 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

Execution Trace--Driven Energy-Reliability Optimization for Multimedia MPSoCs

Amit Kumar Singh, Ashutosh Kumar Singh, Akash Kumar, 2015, ACM Trans. Reconfigurable Technol. Syst..

PoGo: an application-specific adaptive energy minimisation approach for embedded systems

Luis Alfonso Maeda-Nunez, Geoff V. Merrett, Rishad A. Shafik, 2015 .

Reliability and Energy-Aware Mapping and Scheduling of Multimedia Applications on Multiprocessor Systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2016, IEEE Transactions on Parallel and Distributed Systems.

Artificial intelligence based task mapping and pipelined scheduling for checkpointing on real time systems with imperfect fault detection

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2014, 2014 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFT).

Energy optimization by exploiting execution slacks in streaming applications on Multiprocessor Systems

Amit Kumar Singh, Ashutosh Kumar Singh, Akash Kumar, 2013, 2013 50th ACM/EDAC/IEEE Design Automation Conference (DAC).

Energy-Aware Communication and Remapping of Tasks for Reliable Multimedia Multiprocessor Systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2012, 2012 IEEE 18th International Conference on Parallel and Distributed Systems.

Minimizing Power Consumption of Spatial Division Based Networks-on-Chip Using Multi-path and Frequency Reduction

Henk Corporaal, Akash Kumar, Anup Das, 2012, 2012 15th Euromicro Conference on Digital System Design.

Reliability-driven task mapping for lifetime extension of networks-on-chip based multiprocessor systems

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

A design flow for partially reconfigurable heterogeneous multi-processor platforms

Akash Kumar, Anup Das, Jiashu Li, 2012, 2012 23rd IEEE International Symposium on Rapid System Prototyping (RSP).

Communication and migration energy aware design space exploration for multicore systems with intermittent faults

Bharadwaj Veeravalli, Akash Kumar, Anup Das, 2013, 2013 Design, Automation & Test in Europe Conference & Exhibition (DATE).

Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout

Nikil D. Dutt, Chris Van Hoof, Francky Catthoor, 2017, Neural Networks.

Criticality-aware scrubbing mechanism for SRAM-based FPGAs

Akash Kumar, Shyamsundar Venkataraman, Anup Das, 2014, 2014 24th International Conference on Field Programmable Logic and Applications (FPL).

Energy-aware dynamic reconfiguration of communication-centric applications for reliable MPSoCs

Amit Kumar Singh, Akash Kumar, Anup Das, 2013, 2013 8th International Workshop on Reconfigurable and Communication-Centric Systems-on-Chip (ReCoSoC).

Dynamic Reliability Management in Neuromorphic Computing

Nagarajan Kandasamy, Nikil D. Dutt, Francky Catthoor, 2021, ACM J. Emerg. Technol. Comput. Syst..

Special Session: Reliability Analysis for AI/ML Hardware

Ujjwal Guin, Mehdi Sadi, Shihao Song, 2021, 2021 IEEE 39th VLSI Test Symposium (VTS).

Design Technology Co-Optimization for Neuromorphic Computing

Anup Das, Ankita Paul, Shihao Song, 2021, 2021 12th International Green and Sustainable Computing Conference (IGSC).

Improving Inference Lifetime of Neuromorphic Systems via Intelligent Synapse Mapping

Anup Das, Twisha Titirsha, Shihao Song, 2021, 2021 IEEE 32nd International Conference on Application-specific Systems, Architectures and Processors (ASAP).

On the role of system software in energy management of neuromorphic computing

Shihao Song, Adarsha Balaji, Anup Das, 2021, CF.

Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators

Joseph Manzano, Vito Giovanni Castellana, Antonino Tumeo, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

Endurance-Aware Mapping of Spiking Neural Networks to Neuromorphic Hardware

Nagarajan Kandasamy, Francky Catthoor, Nikil Dutt, 2021, IEEE Transactions on Parallel and Distributed Systems.

A Design Flow for Mapping Spiking Neural Networks to Many-Core Neuromorphic Hardware

Nagarajan Kandasamy, Anup Das, Shihao Song, 2021, 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

On the Mitigation of Read Disturbances in Neuromorphic Inference Hardware

Anup Das, Twisha Titirsha, Shihao Song, 2022 .

NeuroXplorer 1.0: An Extensible Framework for Architectural Exploration with Spiking Neural Networks

Nagarajan Kandasamy, Francky Catthoor, Nikil Dutt, 2021, ICONS.

Special Session: Reliability Analysis for ML/AI Hardware pdf

Ujjwal Guin, Mehdi Sadi, Shihao Song, 2021, ArXiv.

DFSynthesizer: Dataflow-based Synthesis of Spiking Neural Networks to Neuromorphic Hardware

Nagarajan Kandasamy, Adarsha Balaji, James Shackleford, 2021, ACM Trans. Embed. Comput. Syst..