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Sourav De
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2020 – today
- 2024
- [j10]Athira Sunil, Masud Rana SK, Maximilian Lederer, Yannick Raffel, Franz Müller, Ricardo Olivo, Raik Hoffmann, Konrad Seidel, Thomas Kämpfe, Bhaswar Chakrabarti, Sourav De:
Ferroelectric Field Effect Transistors-Based Content-Addressable Storage-Class Memory: A Study on the Impact of Device Variation and High-Temperature Compatibility. Adv. Intell. Syst. 6(4) (2024) - [j9]Sourav De, Ranjana Sodhi:
A Unified Cyber Attack Detection and Mitigation Framework for an Islanded AC Microgrid. IEEE Trans. Syst. Man Cybern. Syst. 54(9): 5270-5282 (2024) - [c15]S. Pande, Masud Rana SK, Yannick Raffel, Maximilian Lederer, Konrad Seidel, A. Chakravorty, Sourav De, Bhaswar Chakrabarti:
FeFET based LIF Neuron with Learnable Threshold and Time Constant. DRC 2024: 1-2 - [c14]Maximilian Lederer, Franz Müller, Raik Hoffmann, Ricardo Olivo, Yannick Raffel, Shouzhuo Yang, Sourav De, Roman Potjan, Oliver Ostien, Abdelrahman Altawil, Ayse Sünbül, David Lehninger, Thomas Kämpfe, Konrad Seidel:
Enhanced reliability and trapping behavior in ferroelectric FETs under cryogenic conditions. IMW 2024: 1-4 - 2023
- [j8]Vivek Parmar, Franz Müller, Jing-Hua Hsuen, Sandeep Kaur Kingra, Nellie Laleni, Yannick Raffel, Maximilian Lederer, Alptekin Vardar, Konrad Seidel, Taha Soliman, Tobias Kirchner, Tarek Ali, Stefan Dünkel, Sven Beyer, Tian-Li Wu, Sourav De, Manan Suri, Thomas Kämpfe:
Demonstration of Differential Mode Ferroelectric Field-Effect Transistor Array-Based in-Memory Computing Macro for Realizing Multiprecision Mixed-Signal Artificial Intelligence Accelerator. Adv. Intell. Syst. 5(6) (2023) - [j7]Rudranath Banerjee, Sourav De, Shouvik Dey:
A Survey on Various Deep Learning Algorithms for an Efficient Facial Expression Recognition System. Int. J. Image Graph. 23(3): 2240005:1-2240005:26 (2023) - [c13]Alptekin Vardar, Aamir Munir, Nellie Laleni, Sourav De, Thomas Kämpfe:
Hardware Aware Spiking Neural Network Training and Its Mixed-Signal Implementation for Non-Volatile In-Memory Computing Accelerators. ICECS 2023: 1-4 - [c12]Franz Müller, Sourav De, Maximilian Lederer, Raik Hoffmann, Ricardo Olivo, Thomas Kämpfe, Konrad Seidel, Tarek Ali, Halid Mulaosmanovic, Stefan Dünkel, Johannes Müller, Sven Beyer, Gerald Gerlach:
Multi-Level Operation of Ferroelectric FET Memory Arrays for Compute-In-Memory Applications. IMW 2023: 1-4 - [c11]Konrad Seidel, David Lehninger, Franz Müller, Yannick Raffel, Ayse Sünbül, Ricardo Revello, Raik Hoffmann, Sourav De, Thomas Kämpfe, Maximilian Lederer:
Hafnium oxide-based Ferroelectric Memories: Are we ready for Application? IMW 2023: 1-4 - [c10]Alptekin Vardar, Li Zhang, Saiyam Bherulal Jain, Shaown Mojumder, Nellie Laleni, Sourav De, Thomas Kämpfe:
The True Cost of Errors in Emerging Memory Devices: A Worst-Case Analysis of Device Errors in IMC for Safety-Critical Applications. SMACD 2023: 1-4 - [e1]Siddhartha Bhattacharyya, Gautam Das, Sourav De, Leo Mrsic:
Recent Trends in Intelligence Enabled Research - Selected Papers of Fourth Doctoral Symposium, DoSIER 2022, Cooch Behar, India, 22-23 December 2022. Advances in Intelligent Systems and Computing 1446, Springer 2023, ISBN 978-981-99-1471-5 [contents] - [i4]Hoang-Hiep Le, Md. Aftab Baig, Wei-Chen Hong, Cheng-Hsien Tsai, Cheng-Jui Yeh, Fu-Xiang Liang, I-Ting Huang, Wei-Tzu Tsai, Ting-Yin Cheng, Sourav De, Nan-Yow Chen, Wen-Jay Lee, Ing-Chao Lin, Da-Wei Chang, Darsen D. Lu:
CIMulator: A Comprehensive Simulation Platform for Computing-In-Memory Circuit Macros with Low Bit-Width and Real Memory Materials. CoRR abs/2306.14649 (2023) - 2022
- [j6]Rudranath Banerjee, Sourav De, Shouvik Dey:
WTAOF-ILPB Based Feature Learning and LFSSOA-RBFNN Based Classification for Facial Micro-Expression Recognition. Wirel. Pers. Commun. 127(3): 2285-2304 (2022) - [c9]Pratima Sarkar, Sourav De, Sandeep Gurung:
Fish Detection from Underwater Images Using YOLO and Its Challenges. DoSIER 2022: 149-159 - [c8]Yannick Raffel, Sunanda Thunder, Maximilian Lederer, Ricardo Olivo, Raik Hoffmann, Luca Pirro, Sven Beyer, Talha Chohan, Po-Tsang Huang, Sourav De, Thomas Kämpfe, Konrad Seidel, Johannes Heitmann:
Interfacial Layer Engineering to Enhance Noise Immunity of FeFETs for IMC Applications. ICICDT 2022: 8-11 - [c7]Tarek Ali, Ricardo Olivo, S. Kerdilès, David Lehninger, Maximilian Lederer, Sourav De, A.-S. Royet, Ayse Sünbül, A. Prabhu, Kati Kühnel, Malte Czernohorsky, M. Rudolph, Raik Hoffmann, Christelle Charpin-Nicolle, Laurent Grenouillet, Thomas Kämpfe, Konrad Seidel:
Study of Nanosecond Laser Annealing on Silicon Doped Hafnium Oxide Film Crystallization and Capacitor Reliability. IMW 2022: 1-4 - [c6]Sourav De, Maximilian Lederer, Yannick Raffel, Franz Müller, Konrad Seidel, Thomas Kämpfe:
Roadmap for Ferroelectric Memory: Challenges and Opportunities for IMC Applications. ISOCC 2022: 167-168 - [i3]Xunzhao Yin, Qingrong Huang, Franz Müller, Shan Deng, Alptekin Vardar, Sourav De, Zhouhang Jiang, Mohsen Imani, Cheng Zhuo, Thomas Kämpfe, Kai Ni:
A Homogeneous Processing Fabric for Matrix-Vector Multiplication and Associative Search Using Ferroelectric Time-Domain Compute-in-Memory. CoRR abs/2209.11971 (2022) - 2021
- [j5]Rudranath Banerjee, Sourav De, Shouvik Dey:
A Novel Facial Expression Recognition System using BMCSA Based Adaptive Neuro-Fuzzy Inference System. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 29(6): 791-813 (2021) - [c5]Pratima Sarkar, Sandeep Gurung, Sourav De:
Underwater Image Segmentation Using Fuzzy-Based Contrast Improvement and Partition-Based Thresholding Technique. FICTA (2) 2021: 473-482 - [i2]Sourav De, Yao-Jen Lee, Darsen D. Lu:
Alleviation of Temperature Variation Induced Accuracy Degradation in Ferroelectric FinFET Based Neural Network. CoRR abs/2103.03111 (2021) - [i1]Sourav De, Bo-Han Qiu, Wei-Xuan Bu, Md. Aftab Baig, Chung-Jun Su, Yao-Jen Lee, Darsen D. Lu:
Neuromorphic Computing with Deeply Scaled Ferroelectric FinFET in Presence of Process Variation, Device Aging and Flicker Noise. CoRR abs/2103.13302 (2021) - 2020
- [c4]Sourav De, Md. Aftab Baig, Bo-Han Qiu, Darsen D. Lu, Po-Jung Sung, Fu. K. Hsueh, Yao-Jen Lee, Chun-Jung Su:
Tri-Gate Ferroelectric FET Characterization and Modelling for Online Training of Neural Networks at Room Temperature and 233K. DRC 2020: 1-2 - [d1]Darsen D. Lu, Sourav De, Bo-Han Qiu:
Ferroelectric FET Compact Model for Neuromorphic. IEEE DataPort, 2020
2010 – 2019
- 2019
- [j4]Rik Das, Sourav De, Sudeep Thepade:
Machine Learning in Hybrid Environment for Information Identification with Remotely Sensed Image Data. Trans. Comput. Sci. 34: 1-28 (2019) - [c3]Rik Das, Sourav De, Siddhartha Bhattacharyya, Jan Platos, Václav Snásel, Aboul Ella Hassanien:
Data Augmentation and Feature Fusion for Melanoma Detection with Content Based Image Classification. AMLTA 2019: 712-721 - 2016
- [b1]Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty, Paramartha Dutta:
Hybrid Soft Computing for Multilevel Image and Data Segmentation. Computational Intelligence Methods and Applications, Springer 2016, ISBN 978-3-319-47523-3, pp. 1-217 - [j3]Sourav De, Siddhartha Bhattacharyya, Paramartha Dutta:
Automatic magnetic resonance image segmentation by fuzzy intercluster hostility index based genetic algorithm: An application. Appl. Soft Comput. 47: 669-683 (2016) - [c2]Sunanda Das, Sourav De:
A Modified Genetic Algorithm Based FCM Clustering Algorithm for Magnetic Resonance Image Segmentation. FICTA (1) 2016: 435-443 - 2013
- [c1]Sourav De, Partha Bhowmick:
Digital Circlism as Algorithmic Art. ISVC (1) 2013: 69-78 - 2012
- [j2]Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty:
Color image segmentation using parallel OptiMUSIG activation function. Appl. Soft Comput. 12(10): 3228-3236 (2012) - 2011
- [j1]Sourav De, Siddhartha Bhattacharyya, Paramartha Dutta:
Efficient grey-level image segmentation using an optimised MUSIG (OptiMUSIG) activation function. Int. J. Parallel Emergent Distributed Syst. 26(1): 1-39 (2011)
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