Predictive Inference for Locally Stationary Time Series With an Application to Climate Data
Das, Srinjoy, Politis, Dimitris N.
Published in Journal of the American Statistical Association (03.04.2021)
Published in Journal of the American Statistical Association (03.04.2021)
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Journal Article
Event-driven contrastive divergence for spiking neuromorphic systems
Neftci, Emre, Das, Srinjoy, Pedroni, Bruno, Kreutz-Delgado, Kenneth, Cauwenberghs, Gert
Published in Frontiers in neuroscience (30.01.2014)
Published in Frontiers in neuroscience (30.01.2014)
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Journal Article
A cluster-based human resources analytics for predicting employee turnover using optimized Artificial Neural Networks and data augmentation
Shafie, Mohammad Reza, Khosravi, Hamed, Farhadpour, Sarah, Das, Srinjoy, Ahmed, Imtiaz
Published in Decision analytics journal (01.06.2024)
Published in Decision analytics journal (01.06.2024)
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Journal Article
A Manifold Learning based Video Prediction approach for Deep Motion Transfer
Cai, Yuliang, Mohan, Sumit, Niranjan, Adithya, Jain, Nilesh, Cloninger, Alex, Das, Srinjoy
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) (01.10.2021)
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Conference Proceeding
Automatic Task Parallelization of Dataflow Graphs in ML/DL Models
Das, Srinjoy, Rauchwerger, Lawrence
Published in 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (27.05.2024)
Published in 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS) (27.05.2024)
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Conference Proceeding
PT-MMD: A Novel Statistical Framework for the Evaluation of Generative Systems
Potapov, Alexander, Colbert, Ian, Kreutz-Delgado, Ken, Cloninger, Alexander, Das, Srinjoy
Published in 2019 53rd Asilomar Conference on Signals, Systems, and Computers (01.11.2019)
Published in 2019 53rd Asilomar Conference on Signals, Systems, and Computers (01.11.2019)
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Conference Proceeding
Mapping Generative Models onto a Network of Digital Spiking Neurons
Pedroni, Bruno U., Das, Srinjoy, Arthur, John V., Merolla, Paul A., Jackson, Bryan L., Modha, Dharmendra S., Kreutz-Delgado, Kenneth, Cauwenberghs, Gert
Published in IEEE transactions on biomedical circuits and systems (01.08.2016)
Published in IEEE transactions on biomedical circuits and systems (01.08.2016)
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Journal Article
Smart Garden Sensor Technology
Mukherjee, Poulami, Das, Srinjoy, Dutta, Tanusree
Published in 2023 8th International Conference on Computers and Devices for Communication (CODEC) (14.12.2023)
Published in 2023 8th International Conference on Computers and Devices for Communication (CODEC) (14.12.2023)
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Conference Proceeding
Event-driven contrastive divergence: neural sampling foundations
Neftci, Emre, Das, Srinjoy, Pedroni, Bruno, Kreutz-Delgado, Kenneth, Cauwenberghs, Gert
Published in Frontiers in neuroscience (31.03.2015)
Published in Frontiers in neuroscience (31.03.2015)
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Journal Article
Gibbs sampling with low-power spiking digital neurons
Das, Srinjoy, Pedroni, Bruno Umbria, Merolla, Paul, Arthur, John, Cassidy, Andrew S., Jackson, Bryan L., Modha, Dharmendra, Cauwenberghs, Gert, Kreutz-Delgado, Ken
Published in 2015 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2015)
Published in 2015 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2015)
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Conference Proceeding