Naveen Verma
Orcid: 0000-0002-8208-5030
According to our database1,
Naveen Verma
authored at least 129 papers
between 2005 and 2024.
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Bibliography
2024
Training Neural Networks With In-Memory-Computing Hardware and Multi-Level Radix-4 Inputs.
IEEE Trans. Circuits Syst. I Regul. Pap., April, 2024
Piezoelectric Soft Robot Inchworm Motion by Tuning Ground Friction Through Robot Shape: Quasi-Static Modeling and Experimental Validation.
IEEE Trans. Robotics, 2024
2023
Wirelessly-Controlled Untethered Piezoelectric Planar Soft Robot Capable of Bidirectional Crawling and Rotation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Compute SNR-boosted 22 nm MRAM-based In-memory Computing Macro using Statistical Error Compensation.
Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023
A 256-kb Fully Row/Column-parallel 22nm MRAM In-Memory-Computing Macro with Differential Readout for Robust Parallelization and Scale-up.
Proceedings of the 49th IEEE European Solid State Circuits Conference, 2023
$f_{MAX}$ Exceeding 3 GHz in Self-Aligned Zinc-Oxide Thin-Film Transistors with Micron-Scale Gate Length.
Proceedings of the Device Research Conference, 2023
2022
IEEE Trans. Emerg. Top. Comput., 2022
IEEE Trans. Circuits Syst. I Regul. Pap., 2022
Scalable and Programmable Neural Network Inference Accelerator Based on In-Memory Computing.
IEEE J. Solid State Circuits, 2022
A 22nm 128-kb MRAM Row/Column-Parallel In-Memory Computing Macro with Memory-Resistance Boosting and Multi-Column ADC Readout.
Proceedings of the IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits 2022), 2022
Model-Based Control of Planar Piezoelectric Inchworm Soft Robot for Crawling in Constrained Environments.
Proceedings of the 5th IEEE International Conference on Soft Robotics, 2022
Proceedings of the 2022 International Conference on Robotics and Automation, 2022
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022
2021
IEEE Trans. Circuits Syst. I Regul. Pap., 2021
Piezoelectric Soft Robot Inchworm Motion by Controlling Ground Friction through Robot Shape.
CoRR, 2021
Proceedings of the HotMobile '21: The 22nd International Workshop on Mobile Computing Systems and Applications, 2021
Fully Row/Column-Parallel In-memory Computing SRAM Macro employing Capacitor-based Mixed-signal Computation with 5-b Inputs.
Proceedings of the 2021 Symposium on VLSI Circuits, Kyoto, Japan, June 13-19, 2021, 2021
Session 19 Overview: Optical Systems for Emerging Applications Technology Directions Subcommittee.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing.
Proceedings of the IEEE International Solid-State Circuits Conference, 2021
A Maximally Row-Parallel MRAM In-Memory-Computing Macro Addressing Readout Circuit Sensitivity and Area.
Proceedings of the 51st IEEE European Solid-State Device Research Conference, 2021
2020
Reducing Energy of Approximate Feature Extraction in Heterogeneous Architectures for Sensor Inference via Energy-Aware Genetic Programming.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020
Sensors, 2020
A Programmable Heterogeneous Microprocessor Based on Bit-Scalable In-Memory Computing.
IEEE J. Solid State Circuits, 2020
2019
Scaling Up In-Memory-Computing Classifiers via Boosted Feature Subsets in Banked Architectures.
IEEE Trans. Circuits Syst. II Express Briefs, 2019
Hybrid LAE-CMOS Force-Sensing System Employing TFT-Based Compressed Sensing for Scalability of Tactile Sensing Skins.
IEEE Trans. Biomed. Circuits Syst., 2019
A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute.
IEEE J. Solid State Circuits, 2019
A 3-D IC for Mitigating Energy of Memory Accessing and Data Movement in Accelerator- Based Streaming Architectures.
IEEE J. Solid State Circuits, 2019
Exploiting Emerging Sensing Technologies Toward Structure in Data for Enhancing Perception in Human-Centric Applications.
IEEE Internet Things J., 2019
An In-memory-Computing DNN Achieving 700 TOPS/W and 6 TOPS/mm<sup>2</sup> in 130-nm CMOS.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2019
Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications.
Proceedings of the IEEE International Solid- State Circuits Conference, 2019
Hybrid System for Efficient LAE-CMOS Interfacing in Large-Scale Tactile-Sensing Skins via TFT-Based Compressed Sensing.
Proceedings of the IEEE International Solid- State Circuits Conference, 2019
Stochastic Data-driven Hardware Resilience to Efficiently Train Inference Models for Stochastic Hardware Implementations.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 2019 IEEE Hot Chips 31 Symposium (HCS), 2019
Analyzing and Increasing Yield of ZnO Thin-Film Transistors for Large-area Sensing Systems by Preventing Process-Induced Gate Dielectric Breakdown.
Proceedings of the Device Research Conference, 2019
Proceedings of the Device Research Conference, 2019
2018
Energy-Efficient Pedestrian Detection System: Exploiting Statistical Error Compensation for Lossy Memory Data Compression.
IEEE Trans. Very Large Scale Integr. Syst., 2018
Genetic Programming for Energy-Efficient and Energy-Scalable Approximate Feature Computation in Embedded Inference Systems.
IEEE Trans. Computers, 2018
NURIP: Neural Interface Processor for Brain-State Classification and Programmable-Waveform Neurostimulation.
IEEE J. Solid State Circuits, 2018
Exploiting Approximate Feature Extraction via Genetic Programming for Hardware Acceleration in a Heterogeneous Microprocessor.
IEEE J. Solid State Circuits, 2018
An Architecture for Large-Area Sensor Acquisition Using Frequency-Hopping ZnO TFT DCOs.
IEEE J. Solid State Circuits, 2018
A Microprocessor implemented in 65nm CMOS with Configurable and Bit-scalable Accelerator for Programmable In-memory Computing.
CoRR, 2018
A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement.
Proceedings of the 2018 IEEE Symposium on VLSI Circuits, 2018
Session 31 overview: Computation in memory for machine learning: Technology directions and memory subcommittees.
Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018
A recursive-memory brain-state classifier with 32-channel track-and-zoom Δ<sup>2</sup> Σ ADCs and Charge-Balanced Programmable Waveform Neurostimulators.
Proceedings of the 2018 IEEE International Solid-State Circuits Conference, 2018
Artificial intelligence meets large-scale sensing: Using Large-Area Electronics (LAE) to enable intelligent spaces.
Proceedings of the 2018 IEEE Custom Integrated Circuits Conference, 2018
2017
A Low-Energy Machine-Learning Classifier Based on Clocked Comparators for Direct Inference on Analog Sensors.
IEEE Trans. Circuits Syst. I Regul. Pap., 2017
IEEE J. Solid State Circuits, 2017
An EEG Acquisition and Biomarker-Extraction System Using Low-Noise-Amplifier and Compressive-Sensing Circuits Based on Flexible, Thin-Film Electronics.
IEEE J. Solid State Circuits, 2017
ACM J. Emerg. Technol. Comput. Syst., 2017
IEEE J. Emerg. Sel. Topics Circuits Syst., 2017
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017
15.1 Large-scale acquisition of large-area sensors using an array of frequency-hopping ZnO thin-film-transistor oscillators.
Proceedings of the 2017 IEEE International Solid-State Circuits Conference, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Proceedings of the IEEE International Symposium on Circuits and Systems, 2017
Compressive information acquisition with hardware impairments and constraints: A case study.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
IEEE Trans. Circuits Syst. I Regul. Pap., 2016
Reducing Quantization Errors for Inner-Product Operations in Embedded Digital Signal Processing Systems [Tips&Tricks].
IEEE Signal Process. Mag., 2016
Strain Sensing Sheets for Structural Health Monitoring Based on Large-Area Electronics and Integrated Circuits.
Proc. IEEE, 2016
Large-Area Microphone Array for Audio Source Separation Based on a Hybrid Architecture Exploiting Thin-Film Electronics and CMOS.
IEEE J. Solid State Circuits, 2016
A Large-Area Image Sensing and Detection System Based on Embedded Thin-Film Classifiers.
IEEE J. Solid State Circuits, 2016
Proceedings of the 2016 IEEE Symposium on VLSI Circuits, 2016
Proceedings of the Tenth IEEE/ACM International Symposium on Networks-on-Chip, 2016
16.4 A flexible EEG acquisition and biomarker extraction system based on thin-film electronics.
Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016
Robust blind source separation in a reverberant room based on beamforming with a large-aperture microphone array.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
Hardware Specialization in Low-power Sensing Applications to Address Energy and Resilience.
J. Signal Process. Syst., 2015
Overcoming Computational Errors in Sensing Platforms Through Embedded Machine-Learning Kernels.
IEEE Trans. Very Large Scale Integr. Syst., 2015
IEEE Trans. Very Large Scale Integr. Syst., 2015
Error Adaptive Classifier Boosting (EACB): Leveraging Data-Driven Training Towards Hardware Resilience for Signal Inference.
IEEE Trans. Circuits Syst. I Regul. Pap., 2015
IEEE Trans. Circuits Syst. II Express Briefs, 2015
Realizing Low-Energy Classification Systems by Implementing Matrix Multiplication Directly Within an ADC.
IEEE Trans. Biomed. Circuits Syst., 2015
Enabling Scalable Hybrid Systems: Architectures for Exploiting Large-Area Electronics in Applications.
Proc. IEEE, 2015
A System Based on Capacitive Interfacing of CMOS With Post-Processed Thin-Film MEMS Resonators Employing Synchronous Readout for Parasitic Nulling.
IEEE J. Solid State Circuits, 2015
Circuits evening panel discussion 2: Wearable electronics: Still an oasis or just a mirage for the semiconductor industry?
Proceedings of the Symposium on VLSI Circuits, 2015
Reconstruction of multiple-user voice commands using a hybrid system based on thin-film electronics and CMOS.
Proceedings of the Symposium on VLSI Circuits, 2015
18.4 A matrix-multiplying ADC implementing a machine-learning classifier directly with data conversion.
Proceedings of the 2015 IEEE International Solid-State Circuits Conference, 2015
16.2 A large-area image sensing and detection system based on embedded thin-film classifiers.
Proceedings of the 2015 IEEE International Solid-State Circuits Conference, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
A seizure-detection IC employing machine learning to overcome data-conversion and analog-processing non-idealities.
Proceedings of the 2015 IEEE Custom Integrated Circuits Conference, 2015
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2015
2014
J. Signal Process. Syst., 2014
A 0.6-107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG.
IEEE Trans. Circuits Syst. I Regul. Pap., 2014
Large-Scale Sensing System Combining Large-Area Electronics and CMOS ICs for Structural-Health Monitoring.
IEEE J. Solid State Circuits, 2014
A Self-Powered System for Large-Scale Strain Sensing by Combining CMOS ICs With Large-Area Electronics.
IEEE J. Solid State Circuits, 2014
An ASIC for readout of post-processed thin-film MEMS resonators by employing capacitive interfacing and active parasitic cancellation.
Proceedings of the Symposium on VLSI Circuits, 2014
Proceedings of the 2014 IEEE Workshop on Signal Processing Systems, 2014
12.2 3D gesture-sensing system for interactive displays based on extended-range capacitive sensing.
Proceedings of the 2014 IEEE International Conference on Solid-State Circuits Conference, 2014
Error-adaptive classifier boosting (EACB): Exploiting data-driven training for highly fault-tolerant hardware.
Proceedings of the IEEE International Conference on Acoustics, 2014
3D multi-gesture sensing system for large areas based on pixel self-capacitance readout using TFT scanning and frequency-conversion circuits.
Proceedings of the IEEE 2014 Custom Integrated Circuits Conference, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
Algorithm-Driven Architectural Design Space Exploration of Domain-Specific Medical-Sensor Processors.
IEEE Trans. Very Large Scale Integr. Syst., 2013
A Low-Power Processor With Configurable Embedded Machine-Learning Accelerators for High-Order and Adaptive Analysis of Medical-Sensor Signals.
IEEE J. Solid State Circuits, 2013
Hardware specialization of machine-learning kernels: Possibilities for applications and possibilities for the platform design space (Invited).
Proceedings of the IEEE Workshop on Signal Processing Systems, 2013
A super-regenerative radio on plastic based on thin-film transistors and antennas on large flexible sheets for distributed communication links.
Proceedings of the 2013 IEEE International Solid-State Circuits Conference, 2013
2012
Low-energy Formulations of Support Vector Machine Kernel Functions for Biomedical Sensor Applications.
J. Signal Process. Syst., 2012
Guest Editorial Emerging Circuits and Systems Techniques for Ultra-Low Power Body Sensor Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012
Integrated all-silicon thin-film power electronics on flexible sheets for ubiquitous wireless charging stations based on solar-energy harvesting.
Proceedings of the Symposium on VLSI Circuits, 2012
High-resolution sensing sheet for structural-health monitoring via scalable interfacing of flexible electronics with high-performance ICs.
Proceedings of the Symposium on VLSI Circuits, 2012
Enabling system-level platform resilience through embedded data-driven inference capabilities in electronic devices.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
A 1.2-0.55V general-purpose biomedical processor with configurable machine-learning accelerators for high-order, patient-adaptive monitoring.
Proceedings of the 38th European Solid-State Circuit conference, 2012
Enabling advanced inference on sensor nodes through direct use of compressively-sensed signals.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012
A compressed-domain processor for seizure detection to simultaneously reduce computation and communication energy.
Proceedings of the IEEE 2012 Custom Integrated Circuits Conference, 2012
Flexible solar-energy harvesting system on plastic with thin-film LC oscillators operating above ft for inductively-coupled power delivery.
Proceedings of the IEEE 2012 Custom Integrated Circuits Conference, 2012
2011
Analysis Towards Minimization of Total SRAM Energy Over Active and Idle Operating Modes.
IEEE Trans. Very Large Scale Integr. Syst., 2011
Improving kernel-energy trade-offs for machine learning in implantable and wearable biomedical applications.
Proceedings of the IEEE International Conference on Acoustics, 2011
A data-driven modeling approach to stochastic computation for low-energy biomedical devices.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the 48th Design Automation Conference, 2011
2010
A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System.
IEEE J. Solid State Circuits, 2010
2009
IEEE J. Solid State Circuits, 2009
IEEE J. Solid State Circuits, 2009
A 65 nm Sub-V<sub>t</sub> Microcontroller With Integrated SRAM and Switched Capacitor DC-DC Converter.
IEEE J. Solid State Circuits, 2009
2008
IEEE J. Solid State Circuits, 2008
Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008
A 65nm Sub-Vt Microcontroller with Integrated SRAM and Switched-Capacitor DC-DC Converter.
Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008
A reconfigurable 65nm SRAM achieving voltage scalability from 0.25-1.2V and performance scalability from 20kHz-200MHz.
Proceedings of the ESSCIRC 2008, 2008
2007
An Ultra Low Energy 12-bit Rate-Resolution Scalable SAR ADC for Wireless Sensor Nodes.
IEEE J. Solid State Circuits, 2007
Proceedings of the 2007 IEEE International Solid-State Circuits Conference, 2007
2006
Proceedings of the 2006 IEEE International Solid State Circuits Conference, 2006
Proceedings of the 2006 International Symposium on Low Power Electronics and Design, 2006
2005
IEEE Trans. Computers, 2005