Madhav Rao - researchr alias

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Viewing Publication 1 - 100 from 126

2024

DESPINE: NAS generated Deep Evolutionary Adaptive Spiking Network for Low Power Edge Computing ApplicationsB. S. Ajay, Phani Pavan K, Madhav Rao. isqed 2024: 1-8 [doi]

POCO: Hardware Characterization of Activation Functions using POSIT-CORDIC ArchitectureMahati Basavaraju, Vinay Rayapati, Madhav Rao. iscas 2024: 1-5 [doi]

Exploring Hardware Activation Function Design: CORDIC Architecture in Diverse Floating FormatsMahati Basavaraju, Vinay Rayapati, Madhav Rao. isqed 2024: 1-8 [doi]

Clustering-Based-Approach for Hardware Implementation of Activation FunctionsMahati Basavaraju, Omkar Girish Ratnaparkhi, Vinay Rayapati, Madhav Rao. socc 2024: 1-6 [doi]

Evaluating Deep Neural Network Performance on Edge Accelerators: A Roofline Model Adopted Benchmarking ApproachPrashanth H. C., Madhav Rao. socc 2024: 1-6 [doi]

Roofline Performance Analysis of DNN Architectures on CPU and GPU SystemsPrashanth H. C., Madhav Rao. isqed 2024: 1-8 [doi]

Performance Analysis of OFA-NAS ResNet Topologies Across Diverse Hardware Compute UnitsPrashanth H. C., Madhav Rao. glvlsi 2024: 604-607 [doi]

Performance-Aware Design of Approximate Integrated MAC Factored Systolic Array AcceleratorsDantu Nandini Devi, Gandi Ajay Kumar, Bindu G. Gowda, Madhav Rao. isqed 2024: 1-8 [doi]

Integrated MAC-based Systolic Arrays: Design and Performance EvaluationDantu Nandini Devi, Gandi Ajay Kumar, Bindu G. Gowda, Madhav Rao. glvlsi 2024: 292-295 [doi]

PSO Optimized Design of Error Balanced Weight Stationary Systolic Array Architecture for CNNDantu Nandini Devi, Gandi Ajay Kumar, Bindu G. Gowda, Madhav Rao. isqed 2024: 1-8 [doi]

HAHMF: Heuristic-Augmented Asymmetric Heterogeneous Splitting for Hardware Efficient Multipliers FrameworkSaketh Gajawada, Dantu Nandini Devi, Madhav Rao. dsd 2024: 258-265 [doi]

MOHSKM: Meta-Heuristic Optimization Driven Hardware-Efficient Heterogeneous-Split Karatsuba Multipliers for Large-Bit OperationsSaketh Gajawada, Dantu Nandini Devi, Madhav Rao. isvlsi 2024: 749-752 [doi]

Efficient Radix-4 Approximated Modified Booth Multiplier for Signal Processing and Computer Vision: A Probabilistic Design ApproachBindu G. Gowda, Prashanth H. C., V. N. Muralidhara, Madhav Rao. isqed 2024: 1-8 [doi]

PA-SIE: Pixel-Attack Methodology Factored Selective Image Encryption Scheme for Low Resource Edge Computing SystemsHarshita Gupta, Mayank Kabra, Asmita Zjigyasu, Madhav Rao. bigcomp 2024: 109-116 [doi]

Design of a CNN Based Autonomous Sitting Posture Recognition SystemYash Gupta, Yogesh Goyal, Siddharth Chauhan, Madhav Rao. iccae 2024: 437-441 [doi]

Machine Learning powered E-Nose for Liquid Food ClassificationYash Gupta, Kushal Partani, Madhav Rao. iccae 2024: 357-361 [doi]

Meta-Heuristic Optimization of CNNs with Approximate Error Distributed MultipliersSaket Gurjar, Aamod B. K, Varad Bharadiya, Bindu G. Gowda, Madhav Rao. isvlsi 2024: 675-679 [doi]

CASE: Efficient Curricular Data Pre-training for Building Assistive Psychology Expert ModelsSarthak Harne, Monjoy Narayan Choudhury, Madhav Rao, T. K. Srikanth, Seema Mehrotra, Apoorva Vashisht, Aarushi Basu, Manjit Sodhi. emnlp 2024: 15769-15778 [doi]

Design and Development of 8-DoF Forearm Rehabilitation DeviceAchintya Harsha, Nitheezkant R, Barath S. Narayan, Anshul Madurwar, Aamod B. K., Prashanth Jonna, Madhav Rao. embc 2024: 1-4 [doi]

ThermalBP: A Unified Thermal Imaging Model to Estimate Blood PressureIshaan Jalan, Madhav Rao, Vijayakumari BM, Ganesh Subramaniam. embc 2024: 1-4 [doi]

Effective Limb Rehabilitation: A Cost-Efficient Holonomic Drive-Based Robotic System for Optimal Joint MobilizationPrashanth Jonna, Anshul Madurwar, Aamod B. K., Madhav Rao. biorob 2024: 1081-1087 [doi]

Design of 6-DoF Holonomic Drive-based Upper and Lower-Limb Stroke Rehabilitation SystemPrashanth Jonna, Anshul Madurwar, Aamod BK, Madhav Rao. icara 2024: 233-239 [doi]

Energy Efficient Multi-Modal Stress Detection System with Dynamic Adaptive Spiking NeuronsPhani Pavan Kambhampati, Ajay B. S, Madhav Rao. glvlsi 2024: 138-143 [doi]

Design and Evaluation of Parametric NTT Hardware Unit using different Multiplier based Modular Reduction TechniquesLokesh Maji, Aman Prajapati, Madhav Rao. isqed 2024: 1-6 [doi]

A Fixed-Point Pre-Processing Hardware Architecture Design for Complex Independent Component AnalysisYashwant Moses, Madhav Rao. aspdac 2024: 244-249 [doi]

GOLDS: Genetic Algorithm-based Optimization of Custom FPGA Architecture Layout Design for Secure SiliconPratyush Nandi, Anubhav Mishra, Madhav Rao. glvlsi 2024: 92-97 [doi]

Advanced Wheelchair Rehabilitation: Surface EMG-augmented 9-DoF System for Upper and Lower LimbJagan P, Sasirekha Gvk, Madhav Rao, Jyotsna Bapat, Debabrata Das. embc 2024: 1-4 [doi]

Hardware-Efficient ECC Processor Design using Non-Homogeneous Split Hybrid Karatsuba MultiplierPruthvi Parate, Alwin Shaju, Sanampudi Gopala Krishna Reddy, Vasanthi D. R, Madhav Rao. isvlsi 2024: 475-480 [doi]

A Resistance-Free Sit-To-Stand Rehabilitative System Incorporated with Multi-Sensory FeedbackNitheezkant R, Madhav Rao. embc 2024: 1-4 [doi]

CNN factored sEMG based Limb Angle Prediction on the Edge - Advancing Model Predictive Control of Robotic Rehabilitative SystemsNitheezkant R, Achintya Harsha, Barath S. Narayan, Aamod B. K., Anshul Madurwar, Prashanth Jonna, Madhav Rao. sds2 2024: 131-137 [doi]

Predictive Drug Quality Control Using Machine Learning and Big DataNitheezkant R, Brij Bidhin Desai, Madhav Rao, Yukta Rajapur. bigcomp 2024: 381-382 [doi]

Precision and Power Efficient Piece-Wise-Linear Implementation of Transcendental FunctionsKanish R, Omkar G. Ratnaparkhi, Madhav Rao. dsd 2024: 568-575 [doi]

Neuromorphic Energy Efficient Stress Detection System using Spiking Neural NetworkAjay B. S, Madhav Rao, Phani Pavan K. iscas 2024: 1-5 [doi]

Braille on Mouse - Enhancing Accessibility of Digital Education for Visually ChallengedDivyansh Singhal, Chinmay Sultania, Anshul Madurwar, Mayank Kabra, Madhav Rao. iccae 2024: 41-45 [doi]

Real-Time Surgical Tool Classification and Characterization with Surface-EMG SignalsChinmay Sultania, Divyansh Singhal, Siddharth Chauhan, Madhav Rao, Vikas Vazhiyal. iccae 2024: 373-377 [doi]

HISPE: High-Speed Configurable Floating-Point Multi-Precision Processing ElementB. N. Tejas, Rakshit Bhatia, Madhav Rao. isqed 2024: 1-8 [doi]

Deep Learning Assisted Phase Recognition in Endoscopic Third Ventriculostomy ProceduresAgastya Thoppur, Madamanchi Pruritivi, Pon Deepika, Madhav Rao, Vikas Vazhayil. isbi 2024: 1-5 [doi]

Computer Assisted Phase Recognition of Micro-Neurosurgical Intraoperative VideosPhani Sriram Vadali, Bhuvan Jayam, Pon Deepika, Madhav Rao, Vikas Vazhayil. cbms 2024: 456-460 [doi]

n) PolynomialD. R. Vasanthi, Sanampudi Gopala Krishna Reddy, Madhav Rao. tvlsi, 32(8):1447-1460, August 2024. [doi]

CosinePrism: An Unequal Error Protection Scheme for Progressive Image Transmission Over Half-Duplex ChannelsAravind Voggu, Madhav Rao. spcom 2024: 1-5 [doi]

2023

Design and evaluation of CNN hardware accelerator designs for in-seat passenger anomaly detectionAvik Bhatnagar, Pratyush Nandi, Madhav Rao. lascas 2023: 1-4 [doi]

Meta-Heuristic Optimization of Transistor Sizing in CMOS Digital DesignsPrashanth H. C., Madhav Rao. ijcci 2023: 278-287 [doi]

Design-Space Exploration of Systolic Array for Edge Inferencing ApplicationsPrashanth H. C., Yash Dharmesh Mogal, Madhav Rao. aiml2 2023: [doi]

CellFlow: Automated Standard Cell Design FlowPrashanth H. C., Prashanth Jonna, Madhav Rao. isvlsi 2023: 1-5 [doi]

SQRTLIB : Library of Hardware Square Root DesignsPrashanth H. C., Sriniketh S. S, Shrikrishna Hebbar, Chinmaye R, Madhav Rao. isqed 2023: 1-5 [doi]

Correction: Trainable windows for SincNet architecturePrashanth H. C., Madhav Rao, Dhanya Eledath, V. Ramasubramanian 0001. ejasmp, 2023(1):9, December 2023. [doi]

Trainable windows for SincNet architecturePrashanth H. C., Madhav Rao, Dhanya Eledath, Ramasubramanian C. ejasmp, 2023(1):3, December 2023. [doi]

IMAC: : A Pre-Multiplier And Integrated Reduction Based Multiply-And-Accumulate UnitBindu G. Gowda, Prashanth H. C., Madhav Rao. glvlsi 2023: 503-508 [doi]

ApproxCNN: Evaluation Of CNN With Approximated Layers Using In-Exact MultipliersBindu G. Gowda, S. N. Raghava, H. C. Prashanth, Pratyush Nandi, Madhav Rao. iccd 2023: 46-53 [doi]

Error Diluted Approximate Multipliers Using Positive And Negative CompressorsBindu G. Gowda, Prashanth H. C., Madhav Rao. isqed 2023: 1-7 [doi]

Design and Evaluation of multipliers for hardware accelerated on-chip EdDSAHarshita Gupta, Mayank Kabra, Nitin D. Patwari, Prashanth H. C., Madhav Rao. isqed 2023: 1-9 [doi]

FastNTT: Design and Evaluation of Modular-Reduction Based Fast NTT Design on FPGAHarshita Gupta, Mayank Kabra, Asmita Zjigyasu, Madhav Rao. isvlsi 2023: 1-6 [doi]

RISC-V Core for Ethical Intelligent IoT Edge: Analysis & Design ChoiceP. Haribabu, G. V. K. Sasirekha, Madhav Rao, Jyotsna Bapat, Debabrata Das. ccgrid 2023: 110-117 [doi]

A Novel Magnetometer Array-based wearable system for ASL gesture recognitionPrashanth Jonna, Madhav Rao. embc 2023: 1-4 [doi]

GCells: A Graph-Search Approach to Design Custom Cells for Computational SubsystemsMayank Kabra, Shreyas V. S, Prashanth H. C., Kedar Deshpande, Madhav Rao. dsd 2023: 117-123 [doi]

eDRAM-OESP: A novel performance efficient in-embedded-DRAM-compute design for on-edge signal processing applicationMayank Kabra, Prashanth H. C., Kedar Deshpande, Madhav Rao. isqed 2023: 1-7 [doi]

HIE-DRAM: High Performance Efficient In-DRAM Computing Architecture for SIMDMayank Kabra, Prashanth H. C., Kedar Deshpande, Madhav Rao. isqed 2023: 1-7 [doi]

Introducing SSBD+ Dataset with a Convolutional Pipeline for Detecting Self-Stimulatory Behaviours in Children Using Raw VideosVaibhavi Lokegaonkar, Vijay Jaisankar, Pon Deepika, Madhav Rao, T. K. Srikanth, Sarbani Mallick, Manjit Sodhi. healthcom 2023: 288-293 [doi]

SecureFrameNet: A rich computing capable secure framework for deploying neural network models on edge protected systemRenju C. Nair, Madhav Rao, Muralidhara V. N. aiml2 2023: [doi]

EBASA: Error Balanced Approximate Systolic Array Architecture DesignSai Karthik Nandigama, Bindu G. Gowda, Prashanth H. C., Madhav Rao. glvlsi 2023: 473-476 [doi]

Design and Evaluation of Inexact Computation based Systolic Array for ConvolutionSai Karthik Nandigama, Prashanth H. C., Madhav Rao. lascas 2023: 1-4 [doi]

XoRehab: IoT Enabled Wheelchair based Lower Limb Rehabilitation SystemJagan P, Sasirekha Gvk, Madhav Rao, Jyotsna Bapat, Debabrata Das. embc 2023: 1-5 [doi]

Design and Evaluation of Finite Field Multipliers Using Fast XNOR CellsNitin D. Patwari, Anjul Srivastav, Mayank Kabra, Prashanth Jonna, Madhav Rao. glvlsi 2023: 163-166 [doi]

Guitar-For-All - A Programmable Single Touch Synthetic GuitarNitheezkant R, Barath S. Narayan, Madhav Rao, Ketaki Srikrishna Tamhanakar, Neha Srikrishna Tamhanakar, M. Srinivasan. gamesem 2023: 1-4 [doi]

Design-Space Exploration of Multiplier Approximation in CNNsS. N. Raghava, Prashanth H. C., Bindu G. Gowda, Pratyush Nandi, Madhav Rao. isvlsi 2023: 1-6 [doi]

CWAHA: Cluster-Wise Approximation for Hardware implementation of Arithmetic functionsOmkar G. Ratnaparkhi, Madhav Rao. isvlsi 2023: 1-6 [doi]

High Performance and Energy Efficient AMD and BWAD Pooling Schemes Characterised for CNN AcceleratorsVinay Rayapati, Mahati Basavaraju, Madhav Rao. dsd 2023: 470-477 [doi]

Design and Evaluation of M-Term Non-Homogeneous Hybrid Karatsuba Polynomial MultiplierSanampudi Gopala Krishna Reddy, Gogireddy Ravi Kiran Reddy, D. R. Vasanthi, Madhav Rao. isvlsi 2023: 1-6 [doi]

Automated Microsurgical Tool Categorization using a Surface-Based EMG SystemManaswitha Reddy, Prashanth Jonna, Samhitha Perala, Madhav Rao, Vikas Vazhiyal. embc 2023: 1-5 [doi]

n) Polynomial MultiplierGogireddy Ravi Kiran Reddy, Sanampudi Gopala Krishna Reddy, D. R. Vasanthi, Madhav Rao. iccd 2023: 38-45 [doi]

VLUT: Design and Evaluation of Variable band LUT to realize Activation FunctionsRohit Rohit, Shivam Dudeja, Madhav Rao. icecsys 2023: 1-4 [doi]

A Novel Thermal Imaging Based Transfer-Learning Model To Estimate Blood PressureMohd Rizwan Shaikh, Madhav Rao, Ganesh Subramaniam. isbi 2023: 1-5 [doi]

Wearable Haptic Braille Device for Enhancing Classroom LearningChinmay Sultania, Divyansh Singhal, Mayank Kabra, Anshul Madurwar, Soham Pawar, Madhav Rao. ieeesensors 2023: 1-4 [doi]

Wearable Haptic Sensing - Enriching Accessibility of Pictorial Information for Visually ImpairedChinmay Sultania, Divyansh Singhal, Soham Pawar, Mayank Kabra, Anshul Madurwar, Madhav Rao. ieeesensors 2023: 1-4 [doi]

2022

NC-Emotions: Neuromorphic hardware accelerator design for facial emotion recognitionB. S. Ajay, Sumedh R. Risbud, Madhav Rao. icecsys 2022: 1-4 [doi]

Design of a CNN based autonomous in-seat passenger anomaly detection systemAvik Bhatnagar, Pratyush Nandi, Anubhav Mishra, Madhav Rao. syscon 2022: 1-7 [doi]

Improving Digital Circuit Synthesis of Complex Functions using Binary Weighted Fitness and Variable Mutation Rate in Cartesian Genetic ProgrammingPrashanth H. C., Madhav Rao. ijcci 2022: 112-120 [doi]

SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network AcceleratorsPrashanth H. C., Madhav Rao. iccd 2022: 746-753 [doi]

Evolutionary Standard Cell Synthesis of Unconventional DesignsPrashanth H. C, Madhav Rao. glvlsi 2022: 189-192 [doi]

Design and Evaluation of In-Exact Compressor based Approximate MultipliersPrashanth H. C, Soujanya S. R, Bindu G. Gowda, Madhav Rao. glvlsi 2022: 431-436 [doi]

Deep Learning based Automated Screening for Intracranial Hemorrhages and GRAD-CAM Visualizations on Non-Contrast Head Computed Tomography VolumesPon Deepika, Prasad Sistla, Ganesh Subramaniam, Madhav Rao. bhi 2022: 1-5 [doi]

Automated Microsurgical Tool Segmentation and Characterization in Intra-Operative Neurosurgical VideosPon Deepika, Karthik Udupa, Manish Beniwal, Alok Mohan Uppar, Vikas Vazhayil, Madhav Rao. embc 2022: 2110-2114 [doi]

Design of a 6-DoF Cost-effective Differential-drive based Robotic system for Upper-Limb Stroke RehabilitationPrashanth Jonna, Madhav Rao. embc 2022: 1423-1427 [doi]

Analysis of single channel electroencephalographic signals for visual creativity: A pilot studyGopika Gopan K., S. V. R. Aditya Reddy, Madhav Rao, Neelam Sinha. bspc, 75:103542, 2022. [doi]

Design and Evaluation of Performance-efficient SoC-on-FPGA for Cloud-based Healthcare ApplicationsMayank Kabra, Prashanth H. C., Madhav Rao. norcas 2022: 1-6 [doi]

A Novel CNN-LSTM Model Based Non-Invasive Cuff-Less Blood Pressure Estimation SystemPratyush Nandi, Madhav Rao. embc 2022: 832-836 [doi]

Electro-Mechanical Design of Sensor-Hub for Indoor Smart Irrigation: System PrototypeJagan P, G. V. K. Sasirekha, Madhav Rao, Jyotsna Bapat, Debabrata Das. ieeesensors 2022: 1-4 [doi]

A Real-Time Seizure Classification System Using Computer Vision TechniquesPavan Kumar Pothula, Sriram Marisetty, Madhav Rao. syscon 2022: 1-6 [doi]

Hardware characterization of Integer-Net based seizure detection models on FPGASoujanya S. R, Madhav Rao. mcsoc 2022: 224-231 [doi]

Accelerated Piece-Wise-Linear Implementation Of Floating-Point Power FunctionNandagopal R, Rajashree V, Madhav Rao. icecsys 2022: 1-4 [doi]

LEAD: Logarithmic Exponent Approximate Divider For Image Quantization ApplicationOmkar G. Ratnaparkhi, Madhav Rao. glvlsi 2022: 437-442 [doi]

ESAS: Exponent Series based Approximate Square Root DesignOmkar G. Ratnaparkhi, Madhav Rao. dsd 2022: 39-45 [doi]

Design and Evaluation of On-chip DCT accelerators based on Novel Approximate Reverse Carry Propagate AddersShalini Singh, Pavan Kumar Pothula, Madhav Rao. isvlsi 2022: 8-13 [doi]

An hardware accelerator design of Mobile-Net model on FPGASanjaya M. V, Madhav Rao. aiml2 2022: [doi]

An event driven approximate bio-electrical model generating surface electromyography RMS featuresK. Vinay, Vikas Vazhayil, Madhav Rao. vlsid 2022: 204-209 [doi]

An autonomous bird monitoring and food intake recording feeder system towards effective rehabilitationC. K. Vinay, Praveen Kallam, Jayanthi Kallam, Madhav Rao. syscon 2022: 1-5 [doi]

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