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Publications of "Aayush Ankit" ( http://dblp.L3S.de/Authors/Aayush_Ankit )

  Author page on DBLP  Author page in RDF  Community of Aayush Ankit in ASPL-2

Publication years (Num. hits)
2016 (1) 2017 (9) 2018 (5) 2019 (9)
Publication types (Num. hits)
article(18) inproceedings(6)
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Found 25 publication records. Showing 24 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Aayush Ankit, Minsuk Koo, Shreyas Sen, Kaushik Roy 0001 Powerline Communication for Enhanced Connectivity in Neuromorphic Systems. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Shubham Jain, Aayush Ankit, Indranil Chakraborty, Tayfun Gokmen, Malte J. Rasch, Wilfried Haensch, Kaushik Roy 0001, Anand Raghunathan Neural network accelerator design with resistive crossbars: Opportunities and challenges. Search on Bibsonomy IBM Journal of Research and Development The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Amogh Agrawal, Aayush Ankit, Kaushik Roy 0001 SPARE: Spiking Neural Network Acceleration Using ROM-Embedded RAMs as In-Memory-Computation Primitives. Search on Bibsonomy IEEE Trans. Computers The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Indranil Chakraborty, Deboleena Roy, Isha Garg, Aayush Ankit, Kaushik Roy 0001 PCA-driven Hybrid network design for enabling Intelligence at the Edge. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Geoffrey Ndu, Martin Foltin, R. Stanley Williams, Paolo Faraboschi, Wen-Mei Hwu, John Paul Strachan, Kaushik Roy 0001, Dejan S. Milojicic PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy 0001 PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Indranil Chakraborty, Deboleena Roy, Aayush Ankit, Kaushik Roy 0001 Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Amogh Agrawal, Akhilesh Jaiswal, Deboleena Roy, Bing Han 0006, Gopalakrishnan Srinivasan, Aayush Ankit, Kaushik Roy 0001 Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. Search on Bibsonomy IEEE Trans. on Circuits and Systems The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Aayush Ankit, Izzat El Hajj, Sai Rahul Chalamalasetti, Geoffrey Ndu, Martin Foltin, R. Stanley Williams, Paolo Faraboschi, Wen-mei W. Hwu, John Paul Strachan, Kaushik Roy 0001, Dejan S. Milojicic PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. Search on Bibsonomy ASPLOS The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Bing Han 0006, Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 Cross-Layer Design Exploration for Energy-Quality Tradeoffs in Spiking and Non-Spiking Deep Artificial Neural Networks. Search on Bibsonomy IEEE Trans. Multi-Scale Computing Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 An All-Memristor Deep Spiking Neural Computing System: A Step Toward Realizing the Low-Power Stochastic Brain. Search on Bibsonomy IEEE Trans. Emerging Topics in Comput. Intellig. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Syed Shakib Sarwar, Swagath Venkataramani, Aayush Ankit, Anand Raghunathan, Kaushik Roy 0001 Energy-Efficient Neural Computing with Approximate Multipliers. Search on Bibsonomy JETC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 Neuromorphic Computing Across the Stack: Devices, Circuits and Architectures. Search on Bibsonomy SiPS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Joao Ambrosi, Aayush Ankit, Rodrigo Antunes, Sai Rahul Chalamalasetti, Soumitra Chatterjee, Izzat El Hajj, Guilherme Fachini, Paolo Faraboschi, Martin Foltin, Sitao Huang, Wen-Mei Hwu, Gustavo Knuppe, Sunil Vishwanathpur Lakshminarasimha, Dejan S. Milojicic, Mohan Parthasarathy, Filipe Ribeiro, Lucas Rosa, Kaushik Roy 0001, Plinio Silveira, John Paul Strachan Hardware-Software Co-Design for an Analog-Digital Accelerator for Machine Learning. Search on Bibsonomy ICRC The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy 0001 FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition. Search on Bibsonomy IEEE Trans. on CAD of Integrated Circuits and Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 TraNNsformer: Neural Network Transformation for Memristive Crossbar based Neuromorphic System Design. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy 0001 Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amogh Agrawal, Aayush Ankit, Kaushik Roy 0001 SPARE: Spiking Networks Acceleration Using CMOS ROM-Embedded RAM as an In-Memory-Computation Primitive. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy 0001 RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001 TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design. Search on Bibsonomy ICCAD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Abhronil Sengupta, Aayush Ankit, Kaushik Roy 0001 Performance analysis and benchmarking of all-spin spiking neural networks (Special session paper). Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy 0001 RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks. Search on Bibsonomy DAC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy 0001 FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
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