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Balasubramanian Raman

Indian Institute of Technology Roorkee

48H-index
437Paper Count
9.0KCitation Count
Published Papers 116
Publication Date
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Echoes without backtracks: Cycle-selective reservoirs for long-tail dependence via edge-indexed propagation
errKnowledge-Based Systems
IF7.6
err2026-08-19
err0
PREAI
errPradeep Singh; Teredesai Sudharma Shekhar; Balasubramanian Raman
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errSave
Curvature-controlled reservoirs: Echo-state networks modulated by discrete holonomy on delay manifolds
errCHAOS SOLITONS & FRACTALS
IF5.6
err2026-07-13
err0
PREAI
errPradeep Singh; Balasubramanian Raman
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errSave
Swirl-Adaptive Hyperbolic Small-World Reservoir Topologies for Chaotic Flows
errphysica d: nonlinear phenomena
IF0
err2026-04-13
err0
PREAI
errPradeep Singh; Ashutosh Kumar; Hrishit B P; Sutirtha Ghosh; Balasubramanian Raman
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errSave
Hierarchical fractal reservoirs: Unsupervised multiscale symbolic graphs for long-horizon prediction of chaotic flows
errNeurocomputing
IF6.5
err2026-04-07
err0
PREAI
errPradeep Singh; Shradhdha Agrawal; Shreyas Rajesh Dahale; Sutirtha Ghosh; Balasubramanian Raman
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errSave
Scalable multiscale echo state reservoirs with dendritic readouts for intelligent earthquake early warning systems
errComputers and Electrical Engineering
IF4.9
err2026-04-07
err0
PREAI
errAnushka Joshi; Pradeep Singh; Balasubramanian Raman
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errSave
Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation
errKnowledge and Information Systems
IF3.1
err2026-03-17
err0
PREAI
errPradeep Singh; Balasubramanian Raman
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errSave
Adaptive group-weighted convolutions: Enhancing equivariant networks via learnable symmetry importance maps
errNeurocomputing
IF6.5
err2026-01-12
err0
PREAI
errPradeep Singh; Kanishk Sharma; Balasubramanian Raman
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errSave
Phase-modulated permutation reservoirs for robust biomedical time-series forecasting
errBiomedical Signal Processing and Control
IF4.9
err2026-01-06
err0
PREAI
errPradeep Singh; Shradhdha Agrawal; Balasubramanian Raman
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errSave
ASM-DiffConvNet: Physics-Guided Difference Convolution Network for Single-Image Restoration
errIEEE Signal Processing Letters
IF3.9
err2026-01-01
err0
PREAI
errNehete, Hemkant; Monga, Amit; Bollu, Tharun Kumar Reddy; Raman, Balasubramanian
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errSave
DAIRNet: Degradation-aware All-in-one Image Restoration Network with cross-channel feature interaction
errJournal of Visual Communication and Image Representation
IF3.1
err2025-11-29
err0
PREAI
errAmit Monga; Hemkant Nehete; Tharun Kumar Reddy Bollu; Balasubramanian Raman
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errSave
Thalamocortical burst gating enables event-locked memory
errKnowledge-Based Systems
IF7.6
err2025-11-24
err0
PREAI
errPradeep Singh; Balasubramanian Raman
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errSave
Brain-lateralized reservoirs: Neuro-anatomically constrained echo state networks for chaotic and physiological signals
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-11-01
err1
PREAI
errSingh, Pradeep; Dahale, Shreyas Rajesh; Yash; Gupta, Shruti; Raman, Balasubramanian
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errSave
Hodge-projected echo-state networks with topologically anchored memory for chaotic flows
errChaos, Solitons & Fractals
IF0
err2025-10-23
err0
PREAI
errPradeep Singh; Ojjas Rajendra Madare; Balasubramanian Raman
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errSave
From classical image fusion to deep representation learning: A survey of the advances in hyperspectral image pan-sharpening
errInformation Fusion
IF15.5
err2025-10-11
err0
PREAI
errRaj Kumar; Swalpa Kumar Roy; Gemine Vivone; Swagatam Das; Balasubramanian Raman; Pravendra Singh
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errSave
A lightweight Dual-Stream Attention Network for real-time landslide monitoring in multi-modal remote sensing imagery
errremote sensing applications society and environment
IF0
err2025-09-19
err0
PREAI
errPooja Dhayal; Pradeep Singh; Kanishk Sharma; Samarpita Sarkar; Dhani Ram Rajak; Alok Bhardwaj; Balasubramanian Raman
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errSave
Geometry-aware reservoirs: Patch-wise Jacobian lifting with cross-patch couplings for piecewise-linear modelling of chaotic flows
errchaos solitons fractals
IF0
err2025-09-11
err0
PREAI
errPradeep Singh; Hrishit B.P.; Balasubramanian Raman
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errSave
Turning Time Into Shapes: A Point-Cloud Framework With Chaotic Signatures for Time Series
errJournal of Forecasting
IF2.7
err2025-06-02
err0
PREAI
errPradeep Singh; Balasubramanian Raman
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errSave
IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model
errCOMPUTERS & GEOSCIENCES
IF4.4
err2025-02-01
err0
PREAI
errJoshi, Anushka; Singh, Pradeep; Raman, Balasubramanian
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errSave
All signals point to personality: A dual-pipeline LSTM-attention and symbolic dynamics framework for predicting personality traits from Bio-Electrical signals
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2024-10-01
err0
PREAI
errKumar, Deepak; Singh, Pradeep; Raman, Balasubramanian
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errSave
Towards improved U-Net for efficient skin lesion segmentation
errMULTIMEDIA TOOLS AND APPLICATIONS
IF3
err2024-02-05
err2
PREAI
errNampalle, Kishore Babu; Pundhir, Anshul; Jupudi, Pushpamanjari Ramesh; Raman, Balasubramanian
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Kim‐Kwang Raymond Choo
H-index: 123 · Papers: 1.5K
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Song Guo
H-index: 87 · Papers: 1.1K
S
Swagatam Das
H-index: 77 · Papers: 626
Q
Q. M. Jonathan Wu
H-index: 65 · Papers: 742
M
Mohan Kankanhalli
H-index: 64 · Papers: 686
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