Sourav De

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 24

Top Topics

Expression Recognition

Top Venues

Adv. Intell. Syst.

Publications

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)
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)
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)
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) (2023)
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)
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 (2023)
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)
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)
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)
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)
Sourav De, Maximilian Lederer, Yannick Raffel, Franz Müller, Konrad Seidel, Thomas Kämpfe
Roadmap for Ferroelectric Memory: Challenges and Opportunities for IMC Applications. ISOCC (2022)
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) (2022)
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 Heitman
Interfacial Layer Engineering to Enhance Noise Immunity of FeFETs for IMC Applications. ICICDT (2022)
Pratima Sarkar, Sourav De, Sandeep Gurung
Fish Detection from Underwater Images Using YOLO and Its Challenges. DoSIER (2022)
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 (2022)
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 (2021)
Pratima Sarkar, Sandeep Gurung, Sourav De
Underwater Image Segmentation Using Fuzzy-Based Contrast Improvement and Partition-Based Thresholding Technique. FICTA (2) (2021)
Sourav De, Yao-Jen Lee, Darsen D. Lu
Alleviation of Temperature Variation Induced Accuracy Degradation in Ferroelectric FinFET Based Neural Network. CoRR (2021)
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) (2021)
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)
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)
Rik Das, Sourav De, Sudeep Thepade
Machine Learning in Hybrid Environment for Information Identification with Remotely Sensed Image Data. Trans. Comput. Sci. 34 (2019)
Sunanda Das, Sourav De
A Modified Genetic Algorithm Based FCM Clustering Algorithm for Magnetic Resonance Image Segmentation. FICTA (1) (2016)
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 (2016)
Sourav De, Partha Bhowmick
Digital Circlism as Algorithmic Art. ISVC (1) (2013)
Sourav De, Siddhartha Bhattacharyya, Susanta Chakraborty
Color image segmentation using parallel OptiMUSIG activation function. Appl. Soft Comput. 12 (10) (2012)
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) (2011)