Search results for "Aayush Ankit"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Aayush Ankit, Minsuk Koo, Shreyas Sen, Kaushik Roy 0001	Powerline Communication for Enhanced Connectivity in Neuromorphic Systems.	IEEE Trans. VLSI Syst.	2019	DBLP DOI BibTeX RDF
1	Shubham 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.	IBM Journal of Research and Development	2019	DBLP DOI BibTeX RDF
1	Amogh Agrawal, Aayush Ankit, Kaushik Roy 0001	SPARE: Spiking Neural Network Acceleration Using ROM-Embedded RAMs as In-Memory-Computation Primitives.	IEEE Trans. Computers	2019	DBLP DOI BibTeX RDF
1	Indranil Chakraborty, Deboleena Roy, Isha Garg, Aayush Ankit, Kaushik Roy 0001	PCA-driven Hybrid network design for enabling Intelligence at the Edge.	CoRR	2019	DBLP BibTeX RDF
1	Aayush 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.	CoRR	2019	DBLP BibTeX RDF
1	Maryam Parsa, Aayush Ankit, Amirkoushyar Ziabari, Kaushik Roy 0001	PABO: Pseudo Agent-Based Multi-Objective Bayesian Hyperparameter Optimization for Efficient Neural Accelerator Design.	CoRR	2019	DBLP BibTeX RDF
1	Indranil Chakraborty, Deboleena Roy, Aayush Ankit, Kaushik Roy 0001	Efficient Hybrid Network Architectures for Extremely Quantized Neural Networks Enabling Intelligence at the Edge.	CoRR	2019	DBLP BibTeX RDF
1	Amogh 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.	IEEE Trans. on Circuits and Systems	2019	DBLP DOI BibTeX RDF
1	Aayush 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.	ASPLOS	2019	DBLP DOI BibTeX RDF
1	Bing 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.	IEEE Trans. Multi-Scale Computing Systems	2018	DBLP DOI BibTeX RDF
1	Parami 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.	IEEE Trans. Emerging Topics in Comput. Intellig.	2018	DBLP DOI BibTeX RDF
1	Syed Shakib Sarwar, Swagath Venkataramani, Aayush Ankit, Anand Raghunathan, Kaushik Roy 0001	Energy-Efficient Neural Computing with Approximate Multipliers.	JETC	2018	DBLP DOI BibTeX RDF
1	Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001	Neuromorphic Computing Across the Stack: Devices, Circuits and Architectures.	SiPS	2018	DBLP DOI BibTeX RDF
1	Joao 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.	ICRC	2018	DBLP DOI BibTeX RDF
1	Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy 0001	FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition.	IEEE Trans. on CAD of Integrated Circuits and Systems	2017	DBLP DOI BibTeX RDF
1	Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001	TraNNsformer: Neural Network Transformation for Memristive Crossbar based Neuromorphic System Design.	CoRR	2017	DBLP BibTeX RDF
1	Syed Shakib Sarwar, Aayush Ankit, Kaushik Roy 0001	Incremental Learning in Deep Convolutional Neural Networks Using Partial Network Sharing.	CoRR	2017	DBLP BibTeX RDF
1	Parami Wijesinghe, Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001	An All-Memristor Deep Spiking Neural Network: A Step Towards Realizing the Low Power, Stochastic Brain.	CoRR	2017	DBLP BibTeX RDF
1	Amogh Agrawal, Aayush Ankit, Kaushik Roy 0001	SPARE: Spiking Networks Acceleration Using CMOS ROM-Embedded RAM as an In-Memory-Computation Primitive.	CoRR	2017	DBLP BibTeX RDF
1	Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy 0001	RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks.	CoRR	2017	DBLP BibTeX RDF
1	Aayush Ankit, Abhronil Sengupta, Kaushik Roy 0001	TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design.	ICCAD	2017	DBLP DOI BibTeX RDF
1	Abhronil Sengupta, Aayush Ankit, Kaushik Roy 0001	Performance analysis and benchmarking of all-spin spiking neural networks (Special session paper).	IJCNN	2017	DBLP DOI BibTeX RDF
1	Aayush Ankit, Abhronil Sengupta, Priyadarshini Panda, Kaushik Roy 0001	RESPARC: A Reconfigurable and Energy-Efficient Architecture with Memristive Crossbars for Deep Spiking Neural Networks.	DAC	2017	DBLP DOI BibTeX RDF
1	Priyadarshini Panda, Aayush Ankit, Parami Wijesinghe, Kaushik Roy 0001	FALCON: Feature Driven Selective Classification for Energy-Efficient Image Recognition.	CoRR	2016	DBLP BibTeX RDF

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