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Publications of "Kaushik Roy 0001" ( http://dblp.L3S.de/Authors/Kaushik_Roy_0001 )

URL (Homepage):  https://engineering.purdue.edu/NRL/Biography/index.html  Author page on DBLP  Author page in RDF  Community of Kaushik Roy 0001 in ASPL-2

Publication years (Num. hits)
1988-1994 (20) 1995-1997 (25) 1998-1999 (27) 2000 (25) 2001 (25) 2002 (27) 2003 (32) 2004 (39) 2005 (55) 2006 (44) 2007 (44) 2008 (26) 2009 (20) 2010 (33) 2011 (24) 2012 (27) 2013 (28) 2014 (23) 2015 (30) 2016 (44) 2017 (42) 2018 (32) 2019 (8)
Publication types (Num. hits)
article(271) book(1) incollection(1) inproceedings(423) proceedings(4)
Venues (Conferences, Journals, ...)
CoRR(73) IEEE Trans. VLSI Syst.(68) ISLPED(54) DATE(49) DAC(43) IEEE Trans. on CAD of Integrat...(37) ICCAD(28) VLSI Design(27) ISQED(26) ASP-DAC(23) ICCD(22) CICC(14) IJCNN(11) IEEE J. Emerg. Sel. Topics Cir...(10) IOLTS(10) ITC(10) More (+10 of total 97)
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The graphs summarize 298 occurrences of 197 keywords

Results
Found 701 publication records. Showing 700 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Priyadarshini Panda, Indranil Chakraborty, Kaushik Roy 0001 Discretization based Solutions for Secure Machine Learning against Adversarial Attacks. 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
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
1Chankyu Lee, Syed Shakib Sarwar, Kaushik Roy 0001 Enabling Spike-based Backpropagation in State-of-the-art Deep Neural Network Architectures. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Gopalakrishnan Srinivasan, Kaushik Roy 0001 ReStoCNet: Residual Stochastic Binary Convolutional Spiking Neural Network for Memory-Efficient Neuromorphic Computing. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jason M. Allred, Kaushik Roy 0001 Stimulating STDP to Exploit Locality for Lifelong Learning without Catastrophic Forgetting. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Nitin Rathi, Priyadarshini Panda, Kaushik Roy 0001 STDP-Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy-Efficient Recognition. Search on Bibsonomy IEEE Trans. on CAD of Integrated 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
1Devyani Patra, Ahmed Kamal Reza, Mohammad Khaled Hassan, Mehdi Katoozi, Ethan H. Cannon, Kaushik Roy 0001, Yu Cao Adaptive accelerated aging for 28 nm HKMG technology. Search on Bibsonomy Microelectronics Reliability The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Bing Han, 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
1Bing Han, Kaushik Roy 0001 DeltaFrame-BP: An Algorithm Using Frame Difference for Deep Convolutional Neural Networks Training and Inference on Video Data. Search on Bibsonomy IEEE Trans. Multi-Scale Computing Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Arnab Raha, Akhilesh Jaiswal, Syed Shakib Sarwar, Hrishikesh Jayakumar, Vijay Raghunathan, Kaushik Roy 0001 Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Yeongkyo Seo, Kaushik Roy 0001 High-Density SOT-MRAM Based on Shared Bitline Structure. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shubham Jain, Ashish Ranjan, Kaushik Roy 0001, Anand Raghunathan Computing in Memory With Spin-Transfer Torque Magnetic RAM. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee, Kaushik Roy 0001 X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. Search on Bibsonomy IEEE Trans. on Circuits and Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy 0001 Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Jason M. Allred, Shriram Ramanathan, Kaushik Roy 0001 ASP: Learning to Forget With Adaptive Synaptic Plasticity in Spiking Neural Networks. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Abhronil Sengupta, Yuting Ye, Robert Wang, Chiao Liu, Kaushik Roy 0001 Going Deeper in Spiking Neural Networks: VGG and Residual Architectures. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Ayan Biswas, Kaushik Roy 0001, Shreyas Sen Exploiting Inherent Error-Resiliency of Neuromorphic Computing to achieve Extreme Energy-Efficiency through Mixed-Signal Neurons. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Shubham Jain, Abhronil Sengupta, Kaushik Roy 0001, Anand Raghunathan Rx-Caffe: Framework for evaluating and training Deep Neural Networks on Resistive Crossbars. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Isha Garg, Priyadarshini Panda, Kaushik Roy 0001 A Low Effort Approach to Structured CNN Design Using PCA. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Deboleena Roy, Priyadarshini Panda, Kaushik Roy 0001 Tree-CNN: A Deep Convolutional Neural Network for Lifelong Learning. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Indranil Chakraborty, Gobinda Saha, Abhronil Sengupta, Kaushik Roy 0001 All-Photonic Phase Change Spiking Neuron: Toward Fast Neural Computing using Light. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Indranil Chakraborty, Amogh Agrawal, Kaushik Roy 0001 Proposal for a Low Voltage Analog-to-Digital Converter using Voltage Controlled Stochastic Switching of Low Barrier Nanomagnets. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Indranil Chakraborty, Gobinda Saha, Kaushik Roy 0001 Photonic Spiking Neural Networks - From Devices to Systems. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal, Kaushik Roy 0001 8T SRAM Cell as a Multi-bit Dot Product Engine for Beyond von-Neumann Computing. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Priyadarshini Panda, Kaushik Roy 0001 Explainable Learning: Implicit Generative Modelling during Training for Adversarial Robustness. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Zubair Al Azim, Akhilesh Jaiswal, Indranil Chakraborty, Kaushik Roy 0001 Capacitively Driven Global Interconnect with Magnetoelectric Switching Based Receiver for Higher Energy Efficiency. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amogh Agrawal, Akhilesh Jaiswal, Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy 0001 Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Indranil Chakraborty, Deboleena Roy, Kaushik Roy 0001 Technology Aware Training in Memristive Neuromorphic Systems for Nonideal Synaptic Crossbars. Search on Bibsonomy IEEE Trans. Emerging Topics in Comput. Intellig. 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
1Gopalakrishnan Srinivasan, Priyadarshini Panda, Kaushik Roy 0001 STDP-based Unsupervised Feature Learning using Convolution-over-time in Spiking Neural Networks for Energy-Efficient Neuromorphic Computing. Search on Bibsonomy JETC The full citation details ... 2018 DBLP  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
1Zoha Pajouhi, Kaushik Roy 0001 Image Edge Detection Based on Swarm Intelligence Using Memristive Networks. Search on Bibsonomy IEEE Trans. on CAD of Integrated Circuits and Systems The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Darya Mikhailenko, Chamika M. Liyanagedera, Alex Pappachen James, Kaushik Roy 0001 M2CA: Modular Memristive Crossbar Arrays. Search on Bibsonomy ISCAS 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
1Shubham Jain, Sachin S. Sapatnekar, Jianping Wang, Kaushik Roy 0001, Anand Raghunathan Computing-in-memory with spintronics. Search on Bibsonomy DATE 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
1Amogh Agrawal, Kaushik Roy 0001 RECache: ROM-Embedded 8-Transistor SRAM Caches for Efficient Neural Computing. Search on Bibsonomy SiPS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Devyani Patra, Ahmed Kamal Reza, Mehdi Katoozi, Ethan H. Cannon, Kaushik Roy 0001, Yu Cao Accelerated BTI degradation under stochastic TDDB effect. Search on Bibsonomy IRPS The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Mohammad Khaled Hassan, Kaushik Roy 0001 Investigation of dependence between time-zero and time-dependent variability in high-κ NMOS transistors. Search on Bibsonomy Microelectronics Reliability The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Swagath Venkataramani, Abhronil Sengupta, Anand Raghunathan, Kaushik Roy 0001 Energy-Efficient Object Detection Using Semantic Decomposition. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Yeongkyo Seo, Xuanyao Fong, Kaushik Roy 0001 Fast and Disturb-Free Nonvolatile Flip-Flop Using Complementary Polarizer MTJ. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Kaushik Roy 0001 Chaos-guided Input Structuring for Improved Learning in Recurrent Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Indranil Chakraborty, Deboleena Roy, Kaushik Roy 0001 Technology Aware Training in Memristive Neuromorphic Systems based on non-ideal Synaptic Crossbars. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Yong Shim, Shuhan Chen, Abhronil Sengupta, Kaushik Roy 0001 Stochastic Spin-Orbit Torque Devices as Elements for Bayesian Inference. 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 CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Akhilesh Jaiswal, Indranil Chakraborty, Kaushik Roy 0001 Energy-Efficient Memories using Magneto-Electric Switching of Ferromagnets. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Kaushik Roy 0001, Shreyas Sen An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. 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
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
1Shubham Jain, Ashish Ranjan, Kaushik Roy 0001, Anand Raghunathan Computing in Memory with Spin-Transfer Torque Magnetic RAM. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Akhilesh Jaiswal, Amogh Agrawal, Kaushik Roy 0001 Proposal for a Leaky Integrate Fire Spiking Neuron Using Voltage Driven Domain Wall Motion. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Abhronil Sengupta, Kaushik Roy 0001 Encoding Neural and Synaptic Functionalities in Electron Spin: A Pathway to Efficient Neuromorphic Computing. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Nitin Rathi, Priyadarshini Panda, Kaushik Roy 0001 STDP Based Pruning of Connections and Weight Quantization in Spiking Neural Networks for Energy Efficient Recognition. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amogh Agrawal, Akhilesh Jaiswal, Kaushik Roy 0001 X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Chamika M. Liyanagedera, Abhronil Sengupta, Akhilesh Jaiswal, Kaushik Roy 0001 Magnetic Tunnel Junction Enabled Stochastic Spiking Neural Networks: From Non-Telegraphic to Telegraphic Switching Regime. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Priyadarshini Panda, Jason M. Allred, Shriram Ramanathan, Kaushik Roy 0001 ASP: Learning to Forget with Adaptive Synaptic Plasticity in Spiking Neural Networks. 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
1Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy 0001 Gabor Filter Assisted Energy Efficient Fast Learning Convolutional Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Priyadarshini Panda, Gopalakrishnan Srinivasan, Kaushik Roy 0001 Convolutional Spike Timing Dependent Plasticity based Feature Learning in Spiking Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Priyadarshini Panda, Abhronil Sengupta, Kaushik Roy 0001 Energy-Efficient and Improved Image Recognition with Conditional Deep Learning. Search on Bibsonomy JETC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karthik Yogendra, Chamika M. Liyanagedera, Deliang Fan, Yong Shim, Kaushik Roy 0001 Coupled Spin-Torque Nano-Oscillator-Based Computation: A Simulation Study. Search on Bibsonomy JETC 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 IEEE Trans. on CAD of Integrated Circuits and Systems The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karthik Yogendra, Minsuk Koo, Kaushik Roy 0001 Energy efficient computation using injection locked bias-field free spin-hall nano-oscillator array with shared heavy metal. Search on Bibsonomy NANOARCH 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
1Gopalakrishnan Srinivasan, Sourjya Roy, Vijay Raghunathan, Kaushik Roy 0001 Spike timing dependent plasticity based enhanced self-learning for efficient pattern recognition in spiking neural networks. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Chamika M. Liyanagedera, Parami Wijesinghe, Akhilesh Jaiswal, Kaushik Roy 0001 Image segmentation with stochastic magnetic tunnel junctions and spiking neurons. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jason M. Allred, Kaushik Roy 0001 Convolving over time via recurrent connections for sequential weight sharing in neural networks. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Gopalakrishnan Srinivasan, Kaushik Roy 0001 EnsembleSNN: Distributed assistive STDP learning for energy-efficient recognition in spiking neural networks. Search on Bibsonomy IJCNN The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Baibhab Chatterjee, Priyadarshini Panda, Shovan Maity, Kaushik Roy 0001, Shreyas Sen An Energy-Efficient Mixed-Signal Neuron for Inherently Error-Resilient Neuromorphic Systems. Search on Bibsonomy ICRC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Ashish Ranjan, Swagath Venkataramani, Zoha Pajouhi, Rangharajan Venkatesan, Kaushik Roy 0001, Anand Raghunathan STAxCache: An approximate, energy efficient STT-MRAM cache. Search on Bibsonomy DATE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Gopalakrishnan Srinivasan, Abhronil Sengupta, Kaushik Roy 0001 Magnetic tunnel junction enabled all-spin stochastic spiking neural network. Search on Bibsonomy DATE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Priyadarshini Panda, Kaushik Roy 0001 Semantic driven hierarchical learning for energy-efficient image classification. Search on Bibsonomy DATE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Parami Wijesinghe, Chamika M. Liyanagedera, Kaushik Roy 0001 Fast, low power evaluation of elementary functions using radial basis function networks. Search on Bibsonomy DATE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Jianping Wang, Sachin S. Sapatnekar, Chris H. Kim, Paul A. Crowell, Steven J. Koester, Supriyo Datta, Kaushik Roy 0001, Anand Raghunathan, Xiaobo Sharon Hu, Michael T. Niemier, Azad Naeemi, Chia-Ling Chien, Caroline A. Ross, Roland Kawakami A Pathway to Enable Exponential Scaling for the Beyond-CMOS Era: Invited. Search on Bibsonomy DAC 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
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
1Yong Shim, Akhilesh Jaiswal, Kaushik Roy 0001 Stochastic Switching of SHE-MTJ as a Natural Annealer for Efficient Combinatorial Optimization. Search on Bibsonomy ICCD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Maryam Parsa, Priyadarshini Panda, Shreyas Sen, Kaushik Roy 0001 Staged Inference using Conditional Deep Learning for energy efficient real-time smart diagnosis. Search on Bibsonomy EMBC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Syed Shakib Sarwar, Priyadarshini Panda, Kaushik Roy 0001 Gabor filter assisted energy efficient fast learning Convolutional Neural Networks. Search on Bibsonomy ISLPED The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Deliang Fan, Mrigank Sharad, Abhronil Sengupta, Kaushik Roy 0001 Hierarchical Temporal Memory Based on Spin-Neurons and Resistive Memory for Energy-Efficient Brain-Inspired Computing. Search on Bibsonomy IEEE Trans. Neural Netw. Learning Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Abhronil Sengupta, Yong Shim, Kaushik Roy 0001 Proposal for an All-Spin Artificial Neural Network: Emulating Neural and Synaptic Functionalities Through Domain Wall Motion in Ferromagnets. Search on Bibsonomy IEEE Trans. Biomed. Circuits and Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xuanyao Fong, Rangharajan Venkatesan, Dongsoo Lee, Anand Raghunathan, Kaushik Roy 0001 Embedding Read-Only Memory in Spin-Transfer Torque MRAM-Based On-Chip Caches. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Himanshu Markandeya, Kaushik Roy 0001 Low-Power System for Detection of Symptomatic Patterns in Audio Biological Signals. Search on Bibsonomy IEEE Trans. VLSI Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Abhronil Sengupta, Kaushik Roy 0001 A Vision for All-Spin Neural Networks: A Device to System Perspective. Search on Bibsonomy IEEE Trans. on Circuits and Systems The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Rangharajan Venkatesan, Vivek Joy Kozhikkottu, Mrigank Sharad, Charles Augustine, Arijit Raychowdhury, Kaushik Roy 0001, Anand Raghunathan Cache Design with Domain Wall Memory. Search on Bibsonomy IEEE Trans. Computers The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Yeongkyo Seo, Kon-Woo Kwon, Xuanyao Fong, Kaushik Roy 0001 High Performance and Energy-Efficient On-Chip Cache Using Dual Port (1R/1W) Spin-Orbit Torque MRAM. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Akhilesh Jaiswal, Xuanyao Fong, Kaushik Roy 0001 Comprehensive Scaling Analysis of Current Induced Switching in Magnetic Memories Based on In-Plane and Perpendicular Anisotropies. Search on Bibsonomy IEEE J. Emerg. Sel. Topics Circuits Syst. The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kaushik Roy 0001, Byunghoo Jung, Dimitrios Peroulis, Anand Raghunathan Integrated Systems in the More-Than-Moore Era: Designing Low-Cost Energy-Efficient Systems Using Heterogeneous Components. Search on Bibsonomy IEEE Design & Test The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Zoha Pajouhi, Kaushik Roy 0001 Image Edge Detection based on Swarm Intelligence using Memristive Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Akhilesh Jaiswal, Sourjya Roy, Gopalakrishnan Srinivasan, Kaushik Roy 0001 Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Akhilesh Jaiswal, Kaushik Roy 0001 MESL: Proposal for a Non-volatile Cascadable Magneto-Electric Spin Logic. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy 0001 Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  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
1Priyadarshini Panda, Kaushik Roy 0001 Attention Tree: Learning Hierarchies of Visual Features for Large-Scale Image Recognition. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Abhronil Sengupta, Maryam Parsa, Bing Han, Kaushik Roy 0001 Probabilistic Deep Spiking Neural Systems Enabled by Magnetic Tunnel Junction. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Priyadarshini Panda, Kaushik Roy 0001 Unsupervised Regenerative Learning of Hierarchical Features in Spiking Deep Networks for Object Recognition. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Syed Shakib Sarwar, Swagath Venkataramani, Anand Raghunathan, Kaushik Roy 0001 Multiplier-less Artificial Neurons Exploiting Error Resiliency for Energy-Efficient Neural Computing. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
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