Pradeep Singh

36 papers A* 1A 2B 2Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive group-weighted convolutions: Enhancing equivariant networks via learnable symmetry importance maps.
Neurocomputing
Pradeep Singh, Kanishk Sharma, Balasubramanian Raman
2026 J jnl
Hierarchical fractal reservoirs: Unsupervised multiscale symbolic graphs for long-horizon prediction of chaotic flows.
Neurocomputing
Pradeep Singh, Shradhdha Agrawal, Shreyas Rajesh Dahale, Sutirtha Ghosh, Balasubramanian Raman
2026 J jnl
Phase-modulated permutation reservoirs for robust biomedical time-series forecasting.
Biomed. Signal Process. Control.
Pradeep Singh, Shradhdha Agrawal, Balasubramanian Raman
2026 — book
Python for Mathematical Thinking
Pradeep Singh, Balasubramanian Raman
2026 J jnl
Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation.
Knowl. Inf. Syst.
Pradeep Singh, Balasubramanian Raman
2026 J jnl
Thalamocortical burst gating enables event-locked memory.
Knowl. Based Syst.
Pradeep Singh, Balasubramanian Raman
2025 J jnl
Benchmarking LLMs for Predictive Applications in the Intensive Care Units.
CoRR
Chehak Malhotra, Mehak Gopal, Akshaya Devadiga, Pradeep Singh, Ridam Pal, Ritwik Kashyap, Tavpritesh Sethi
2025 J jnl
Brain-lateralized reservoirs: Neuro-anatomically constrained echo state networks for chaotic and physiological signals.
Knowl. Based Syst.
Pradeep Singh, Shreyas Rajesh Dahale, Yash, Shruti Gupta, Balasubramanian Raman
2025 J jnl
Contraction, Criticality, and Capacity: A Dynamical-Systems Perspective on Echo-State Networks.
CoRR
Pradeep Singh, Lavanya Sankaranarayanan, Balasubramanian Raman
2025 J jnl
Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective.
CoRR
Pradeep Singh, Ashutosh Kumar, Sutirtha Ghosh, Hrishit B. P, Balasubramanian Raman
2025 J jnl
Echo State Networks as State-Space Models: A Systems Perspective.
CoRR
Pradeep Singh, Balasubramanian Raman
2025 A conf
Frozen in Time: Parameter-Efficient Time Series Transformers via Reservoir-Induced Feature Expansion and Fixed Random Dynamics.
ECAI
Pradeep Singh, Mehak Sharma, Anupriya Dey, Balasubramanian Raman
2025 J jnl
Frozen in Time: Parameter-Efficient Time Series Transformers via Reservoir-Induced Feature Expansion and Fixed Random Dynamics.
CoRR
Pradeep Singh, Mehak Sharma, Anupriya Dey, Balasubramanian Raman
2025 J jnl
Fused multi-level attention features with a constraint fusion network for colorectal tissue classification using histopathological images.
Comput. Electr. Eng.
Rashi Chauhan, Karnati Mohan, Pradeep Singh
2025 A conf
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows.
ECAI
Pradeep Singh, Sutirtha Ghosh, Ashutosh Kumar, Balasubramanian Hrishit B. Pa Raman
2025 J jnl
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows.
CoRR
Pradeep Singh, Sutirtha Ghosh, Ashutosh Kumar, Hrishit B. P, Balasubramanian Raman
2025 J jnl
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model.
Comput. Geosci.
Anushka Joshi, Pradeep Singh, Balasubramanian Raman
2025 J jnl
The Universe Learning Itself: On the Evolution of Dynamics from the Big Bang to Machine Intelligence.
CoRR
Pradeep Singh, Mudasani Rushikesh, Bezawada Sri Sai Anurag, Balasubramanian Raman
2025 J jnl
Training-free Quantum-Inspired Image Edge Extraction Method.
CoRR
Arti Jain, Pradeep Singh
2024 J jnl
A Deep Attention Model for Onsite Estimation of Earthquake Epicenter Distance and Magnitude.
IEEE Trans. Geosci. Remote. Sens.
Anushka Joshi, Pradeep Singh, Balasubramanian Raman
2024 J jnl
All signals point to personality: A dual-pipeline LSTM-attention and symbolic dynamics framework for predicting personality traits from Bio-Electrical signals.
Biomed. Signal Process. Control.
Deepak Kumar, Pradeep Singh, Balasubramanian Raman
2024 — conf
Attention Based Deep Neural Network for Classification of Kidney Ailments Using CT Images.
ICCCNT
Rashi Chauhan, Karnati Mohan, Pradeep Singh
2024 J jnl
Echoes of images: multi-loss network for image retrieval in vision transformers.
Medical Biol. Eng. Comput.
Anshul Pundhir, Shivam Sagar, Pradeep Singh, Balasubramanian Raman
2024 B conf
Integrating Physiological Signals with Dynamical Attention Networks for Personality Trait Analysis.
IJCNN
Deepak Kumar, Pradeep Singh, Richa, Kishore Babu Nampalle, Balasubramanian Raman
2024 B conf
Neuro-Emotional Mapping of Human Emotions via EEG Signals.
FG
Deepak Kumar, Pradeep Singh, Ashutosh Kumar, Sutirtha Ghosh, Balasubramanian Raman
2024 J jnl
On metric dimension of some planar graphs with 2n odd sided faces.
Discret. Math. Algorithms Appl.
Sunny Kumar Sharma, Vijay Kumar Bhat, Pradeep Singh
2024 A* conf
Towards Engagement Prediction: A Cross-Modality Dual-Pipeline Approach using Visual and Audio Features.
ACM Multimedia
Deepak Kumar, Surbhi Madan, Pradeep Singh, Abhinav Dhall, Balasubramanian Raman
2023 J jnl
DeepMediX: A Deep Learning-Driven Resource-Efficient Medical Diagnosis Across the Spectrum.
CoRR
Kishore Babu Nampalle, Pradeep Singh, Vivek Narayan Uppala, Balasubramanian Raman
2023 J jnl
Queuing models with customers' impatience: a survey.
Int. J. Math. Oper. Res.
Sapana Sharma, Rakesh Kumar, Bhavneet Singh Soodan, Pradeep Singh
2023 J jnl
See Through the Fog: Curriculum Learning with Progressive Occlusion in Medical Imaging.
CoRR
Pradeep Singh, Kishore Babu Nampalle, Vivek Narayan Uppala, Balasubramanian Raman
2023 J jnl
Transcending Grids: Point Clouds and Surface Representations Powering Neurological Processing.
CoRR
Kishore Babu Nampalle, Pradeep Singh, Vivek Narayan Uppala, Sumit Gangwar, Rajesh Singh Negi, Balasubramanian Raman
2023 J jnl
Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification.
CoRR
Kishore Babu Nampalle, Pradeep Singh, Vivek Narayan Uppala, Balasubramanian Raman
2022 J jnl
Graph invariants of the line graph of zero divisor graph of $$\mathbb {Z}_{n}$$.
J. Appl. Math. Comput.
Pradeep Singh, Vijay Kumar Bhat
2021 J jnl
Adjacency matrix and Wiener index of zero divisor graph $$\varGamma (Z_n)$$.
J. Appl. Math. Comput.
Pradeep Singh, Vijay Kumar Bhat
2019 — conf
GeoBMS: Hybrid Cloud/ On-Premise Architecture for Building Energy Optimization.
GIoTS
Karthik Krishnamurthy, Pradeep Singh, Nikhil Sriraman
1992 — conf
Microsoft Windows for Pen Computing.
IFIP Congress (3)
Pradeep Singh, Lisa Weil