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B
Balasubramanian Raman
Indian Institute of Technology Roorkee
48
H指数
437
论文数
9.0K
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116
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被引数
Echoes without backtracks: Cycle-selective reservoirs for long-tail dependence via edge-indexed propagation
无回溯的回声:通过边索引传播实现的周期选择性水库长尾依赖
Knowledge-Based Systems
IF
7.6
2026-08-19
0
PRE
AI
Pradeep Singh; Teredesai Sudharma Shekhar; Balasubramanian Raman
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Curvature-controlled reservoirs: Echo-state networks modulated by discrete holonomy on delay manifolds
曲率控制的储层:在延迟流形上通过离散全纯性调节的回声状态网络
CHAOS SOLITONS & FRACTALS
IF
5.6
2026-07-13
0
PRE
AI
Pradeep Singh; Balasubramanian Raman
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Swirl-Adaptive Hyperbolic Small-World Reservoir Topologies for Chaotic Flows
旋涡自适应双曲小世界储层拓扑结构用于混沌流
physica d: nonlinear phenomena
IF
0
2026-04-13
0
PRE
AI
Pradeep Singh; Ashutosh Kumar; Hrishit B P; Sutirtha Ghosh; Balasubramanian Raman
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Hierarchical fractal reservoirs: Unsupervised multiscale symbolic graphs for long-horizon prediction of chaotic flows
分形层状储层:用于混沌流长周期预测的无监督多尺度符号图
Neurocomputing
IF
6.5
2026-04-07
0
PRE
AI
Pradeep Singh; Shradhdha Agrawal; Shreyas Rajesh Dahale; Sutirtha Ghosh; Balasubramanian Raman
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Scalable multiscale echo state reservoirs with dendritic readouts for intelligent earthquake early warning systems
可扩展的多尺度树突回声状态库,用于智能地震预警系统
Computers and Electrical Engineering
IF
4.9
2026-04-07
0
PRE
AI
Anushka Joshi; Pradeep Singh; Balasubramanian Raman
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Semantic spherical mixup: geometry-aware data augmentation in latent manifolds for parameter-efficient language model adaptation
语义球形混合:潜变量流形上的几何感知数据增强,用于参数高效的语言模型适配
Knowledge and Information Systems
IF
3.1
2026-03-17
0
PRE
AI
Pradeep Singh; Balasubramanian Raman
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Adaptive group-weighted convolutions: Enhancing equivariant networks via learnable symmetry importance maps
自适应组加权卷积:通过可学习的对称性重要性图增强等变网络
Neurocomputing
IF
6.5
2026-01-12
0
PRE
AI
Pradeep Singh; Kanishk Sharma; Balasubramanian Raman
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Phase-modulated permutation reservoirs for robust biomedical time-series forecasting
相位调制排列储备池用于鲁棒生物医学时间序列预测
Biomedical Signal Processing and Control
IF
4.9
2026-01-06
0
PRE
AI
Pradeep Singh; Shradhdha Agrawal; Balasubramanian Raman
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ASM-DiffConvNet: Physics-Guided Difference Convolution Network for Single-Image Restoration
IEEE Signal Processing Letters
IF
3.9
2026-01-01
0
PRE
AI
Nehete, Hemkant; Monga, Amit; Bollu, Tharun Kumar Reddy; Raman, Balasubramanian
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DAIRNet: Degradation-aware All-in-one Image Restoration Network with cross-channel feature interaction
DAIRNet:一种具有跨通道特征交互的退化感知型全能图像恢复网络
Journal of Visual Communication and Image Representation
IF
3.1
2025-11-29
0
PRE
AI
Amit Monga; Hemkant Nehete; Tharun Kumar Reddy Bollu; Balasubramanian Raman
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Thalamocortical burst gating enables event-locked memory
丘脑皮质爆发门控实现事件锁定记忆
Knowledge-Based Systems
IF
7.6
2025-11-24
0
PRE
AI
Pradeep Singh; Balasubramanian Raman
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Brain-lateralized reservoirs: Neuro-anatomically constrained echo state networks for chaotic and physiological signals
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2025-11-01
1
PRE
AI
Singh, Pradeep; Dahale, Shreyas Rajesh; Yash; Gupta, Shruti; Raman, Balasubramanian
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Hodge-projected echo-state networks with topologically anchored memory for chaotic flows
带拓扑锚定记忆的Hodge投影回声状态网络用于混沌流
Chaos, Solitons & Fractals
IF
0
2025-10-23
0
PRE
AI
Pradeep Singh; Ojjas Rajendra Madare; Balasubramanian Raman
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From classical image fusion to deep representation learning: A survey of the advances in hyperspectral image pan-sharpening
从经典图像融合到深度表示学习:高光谱图像全色锐化进展综述
Information Fusion
IF
15.5
2025-10-11
0
PRE
AI
Raj Kumar; Swalpa Kumar Roy; Gemine Vivone; Swagatam Das; Balasubramanian Raman; Pravendra Singh
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A lightweight Dual-Stream Attention Network for real-time landslide monitoring in multi-modal remote sensing imagery
一种轻量级双流注意力网络,用于多模态遥感影像中的实时滑坡监测
remote sensing applications society and environment
IF
0
2025-09-19
0
PRE
AI
Pooja Dhayal; Pradeep Singh; Kanishk Sharma; Samarpita Sarkar; Dhani Ram Rajak; Alok Bhardwaj; Balasubramanian Raman
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Geometry-aware reservoirs: Patch-wise Jacobian lifting with cross-patch couplings for piecewise-linear modelling of chaotic flows
几何感知储层:面向分块线性建模混沌流体的逐块雅可比提升与跨块耦合
chaos solitons fractals
IF
0
2025-09-11
0
PRE
AI
Pradeep Singh; Hrishit B.P.; Balasubramanian Raman
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Turning Time Into Shapes: A Point-Cloud Framework With Chaotic Signatures for Time Series
将时间转化为形状:一种带有混沌特征的时间序列点云框架
Journal of Forecasting
IF
2.7
2025-06-02
0
PRE
AI
Pradeep Singh; Balasubramanian Raman
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IsoMapGen: Framework for early prediction of peak ground acceleration using tripartite feature extraction and gated attention model
COMPUTERS & GEOSCIENCES
IF
4.4
2025-02-01
0
PRE
AI
Joshi, Anushka; Singh, Pradeep; Raman, Balasubramanian
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All signals point to personality: A dual-pipeline LSTM-attention and symbolic dynamics framework for predicting personality traits from Bio-Electrical signals
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF
4.9
2024-10-01
0
PRE
AI
Kumar, Deepak; Singh, Pradeep; Raman, Balasubramanian
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Towards improved U-Net for efficient skin lesion segmentation
MULTIMEDIA TOOLS AND APPLICATIONS
IF
3
2024-02-05
2
PRE
AI
Nampalle, Kishore Babu; Pundhir, Anshul; Jupudi, Pushpamanjari Ramesh; Raman, Balasubramanian
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研究方向
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合作学者
合作期刊
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Kim‐Kwang Raymond Choo
H 指数: 123 · 论文数: 1.5K
S
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H 指数: 87 · 论文数: 1.1K
S
Swagatam Das
H 指数: 77 · 论文数: 626
Q
Q. M. Jonathan Wu
H 指数: 65 · 论文数: 742
M
Mohan Kankanhalli
H 指数: 64 · 论文数: 686
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