Saibal Mukhopadhyay | SKKU IRIS Lab https://iris-lab.skku.edu/authors/saibal-mukhopadhyay/ Saibal Mukhopadhyay Wowchemy (https://wowchemy.com)en-usWed, 14 Aug 2019 00:00:00 +0000 https://iris-lab.skku.edu/media/icon_hub30d19cd1ec39a1dd8652017ce0a280f_82173_512x512_fill_lanczos_center_3.png Saibal Mukhopadhyay https://iris-lab.skku.edu/authors/saibal-mukhopadhyay/ [J8] CAMEL: An Adaptive Camera with Embedded Machine Learning Based Sensor Parameter Control https://iris-lab.skku.edu/publication/j8_jetcas_2019/ Wed, 14 Aug 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/j8_jetcas_2019/ [C24] A Camera with Brain–Embedding Machine Learning in 3D Sensors https://iris-lab.skku.edu/publication/c24_date_2019/ Mon, 25 Mar 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/c24_date_2019/ [C23] Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms https://iris-lab.skku.edu/publication/c23_ijcnn_2019/ Fri, 01 Mar 2019 00:00:00 +0000 https://iris-lab.skku.edu/publication/c23_ijcnn_2019/ [C22] Edge-Host Partitioning of Deep Neural Networks with Feature Space Encoding for Resource-Constrained Internet-of-Things Platforms https://iris-lab.skku.edu/publication/c22_avss_2018/ Thu, 22 Nov 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c22_avss_2018/ [C21] An Energy Harvesting Image Sensor SOC with 5.8μW/mm2 Power Generation and 0.77 frames/second Self-Powered Frame Rate https://iris-lab.skku.edu/publication/c21_s3s_2018/ Tue, 16 Oct 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c21_s3s_2018/ [J7] Energy Efficient and Side-Channel Secure Cryptographic Hardware for IoT-edge Nodes https://iris-lab.skku.edu/publication/j7_iot_2018/ Tue, 31 Jul 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j7_iot_2018/ [C20] Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance https://iris-lab.skku.edu/publication/c20_dac_2018/ Sun, 24 Jun 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c20_dac_2018/ [J6] 3-D Stacked Image Sensor With Deep Neural Network Computation https://iris-lab.skku.edu/publication/j6_sensors_2018/ Tue, 15 May 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j6_sensors_2018/ [J5] An Energy-Quality Scalable Wireless Image Sensor Node for Object-Based Video Surveillance https://iris-lab.skku.edu/publication/j5_jetcas_2018/ Wed, 02 May 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j5_jetcas_2018/ [C19] Cascade Adversarial Machine Learning Regularized with a Unified Embedding https://iris-lab.skku.edu/publication/c19_iclr_2018/ Mon, 30 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c19_iclr_2018/ [C18] An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation https://iris-lab.skku.edu/publication/c18_icassp_2018_anomaly/ Wed, 18 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c18_icassp_2018_anomaly/ [C16] A Unified Embedding for Image Classification and Pixel-Level Regularization https://iris-lab.skku.edu/publication/c16_icassp_2018_embedding/ Mon, 16 Apr 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/c16_icassp_2018_embedding/ [J4] Design and Analysis of a Neural Network Inference Engine based on Adaptive Weight Compression https://iris-lab.skku.edu/publication/j4_tcad_2018/ Fri, 02 Feb 2018 00:00:00 +0000 https://iris-lab.skku.edu/publication/j4_tcad_2018/ [C13] Cascade Adversarial Machine Learning Regularized with a Unified Embedding https://iris-lab.skku.edu/publication/c13_nips_2017_adversarial/ Wed, 06 Dec 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c13_nips_2017_adversarial/ [C12] Energy-Efficient Neural Image Processing for Internet-of-Things Edge Devices https://iris-lab.skku.edu/publication/c12_mwscas_2017/ Mon, 07 Aug 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c12_mwscas_2017/ [C11] Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation https://iris-lab.skku.edu/publication/c11_dac_2017/ Mon, 26 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c11_dac_2017/ [J3] A Single-Chip Image Sensor Node With Energy Harvesting From a CMOS Pixel Array https://iris-lab.skku.edu/publication/j3_tcas_2017_sensor/ Sun, 18 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/j3_tcas_2017_sensor/ [J2] Clock Data Compensation Aware Digital Circuits Design for Voltage Margin Reduction https://iris-lab.skku.edu/publication/j2_tcas_2017_clock/ Sat, 17 Jun 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/j2_tcas_2017_clock/ [C10] On-Chip Training of Recurrent Neural Networks with Limited Numerical Precision https://iris-lab.skku.edu/publication/c10_ijcnn_2017/ Wed, 24 May 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c10_ijcnn_2017/ [C9] Adaptive Weight Compression for Memory-Efficient Neural Networks https://iris-lab.skku.edu/publication/c9_date_2017_dnn/ Sat, 25 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c9_date_2017_dnn/ [C8] Clock Data Compensation Aware Clock Tree Synthesis in Digital Circuits with Adaptive Clock Generation https://iris-lab.skku.edu/publication/c8_date_2017_clock/ Fri, 24 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c8_date_2017_clock/ [C7] A Low-Power Wireless Image Sensor Node with Noise-Robust Moving Object Detection and a Region-of-Interest Based Rate Controller https://iris-lab.skku.edu/publication/c7_gomactech_2017/ Wed, 22 Mar 2017 00:00:00 +0000 https://iris-lab.skku.edu/publication/c7_gomactech_2017/ [C6] Reconfigurable 96x128 Active Pixel Sensor with 2.1μW/mm2 Power Generation and Regulated Multi- Domain Power Delivery for Self-Powered Imaging https://iris-lab.skku.edu/publication/c6_esscirc_2016/ Fri, 23 Sep 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c6_esscirc_2016/ [C5] An Energy-Efficient Wireless Video Sensor Node with a Region-of-Interest Based Multi-Parameter Rate Controller for Moving Object Surveillance https://iris-lab.skku.edu/publication/c5_avss_2016/ Tue, 23 Aug 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c5_avss_2016/ [C4] An Energy-Aware Approach to Noise-Tolerant Moving Object Detection for Low-Power Wireless Image Sensor Platforms https://iris-lab.skku.edu/publication/c4_islped_2016/ Mon, 08 Aug 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c4_islped_2016/ [C3] A Self-powered Wireless Video Sensor Node for Moving Object Surveillance https://iris-lab.skku.edu/publication/c3_gomactech_2016/ Tue, 22 Mar 2016 00:00:00 +0000 https://iris-lab.skku.edu/publication/c3_gomactech_2016/ [J1] An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance https://iris-lab.skku.edu/publication/j1_tmscs_2015/ Thu, 17 Sep 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/j1_tmscs_2015/ [C2] Exploring Power Attack Protection of Resource Constrained Encryption Engines using Integrated Low-Drop-Out Regulators https://iris-lab.skku.edu/publication/c2_islped_2015/ Sat, 08 Aug 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/c2_islped_2015/ [C1] Adaptive Wireless Video Sensor Node Using Content-Aware Pre-Processing for Moving Target Identification https://iris-lab.skku.edu/publication/c1_gomactech_2015/ Sun, 22 Mar 2015 00:00:00 +0000 https://iris-lab.skku.edu/publication/c1_gomactech_2015/