Design Considerations for Ultra-Low Energy Wireless Microsensor Nodes. - Benton H. Calhoun; Denis C. Daly; Naveen Verma; Daniel F. Finchelstein; David D. Wentzloff; Alice Wang; Seong-Hwan Cho; Anantha P. Chandrakasan (IEEE Trans. Computers, 2005)

Sub-threshold design: the challenges of minimizing circuit energy. - Benton H. Calhoun; Alice Wang; Naveen Verma; Anantha P. Chandrakasan (ISLPED, 2006)

A 25µW 100kS/s 12b ADC for wireless micro-sensor applications. - Naveen Verma; Anantha P. Chandrakasan (ISSCC, 2006)

A 65nm 8T Sub-Vt SRAM Employing Sense-Amplifier Redundancy. - Naveen Verma; Anantha P. Chandrakasan (ISSCC, 2007)

An Ultra Low Energy 12-bit Rate-Resolution Scalable SAR ADC for Wireless Sensor Nodes. - Naveen Verma; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2007)

A reconfigurable 65nm SRAM achieving voltage scalability from 0.25-1.2V and performance scalability from 20kHz-200MHz. - Mahmut E. Sinangil; Naveen Verma; Anantha P. Chandrakasan (ESSCIRC, 2008)

A 65nm Sub-Vt Microcontroller with Integrated SRAM and Switched-Capacitor DC-DC Converter. - Joyce Kwong; Yogesh K. Ramadass; Naveen Verma; Markus Koesler; Korbinian Huber; Hans Moormann; Anantha P. Chandrakasan (ISSCC, 2008)

A High-Density 45nm SRAM Using Small-Signal Non-Strobed Regenerative Sensing. - Naveen Verma; Anantha P. Chandrakasan (ISSCC, 2008)

A 256 kb 65 nm 8T Subthreshold SRAM Employing Sense-Amplifier Redundancy. - Naveen Verma; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2008)

A 65 nm Sub-Vt Microcontroller With Integrated SRAM and Switched Capacitor DC-DC Converter. - Joyce Kwong; Yogesh K. Ramadass; Naveen Verma; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2009)

A Reconfigurable 8T Ultra-Dynamic Voltage Scalable (U-DVS) SRAM in 65 nm CMOS. - Mahmut E. Sinangil; Naveen Verma; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2009)

A High-Density 45 nm SRAM Using Small-Signal Non-Strobed Regenerative Sensing. - Naveen Verma; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2009)

Ultra-low-power SRAM design in high variability advanced CMOS. - Naveen Verma (2009)

A Micro-Power EEG Acquisition SoC With Integrated Feature Extraction Processor for a Chronic Seizure Detection System. - Naveen Verma; Ali H. Shoeb; Jose L. Bohorquez; Joel L. Dawson; John V. Guttag; Anantha P. Chandrakasan (IEEE J. Solid State Circuits, 2010)

Technologies for Ultradynamic Voltage Scaling. - Anantha P. Chandrakasan; Denis C. Daly; Daniel F. Finchelstein; Joyce Kwong; Yogesh K. Ramadass; Mahmut E. Sinangil; Vivienne Sze; Naveen Verma (Proc. IEEE, 2010)

A low-energy computation platform for data-driven biomedical monitoring algorithms. - Mohammed Shoaib; Niraj K. Jha; Naveen Verma (DAC, 2011)

Scalable customization of atrial fibrillation detection in cardiac monitoring devices: Increasing detection accuracy through personalized monitoring in large patient populations. - Kuk Jin Jang; Guha Balakrishnan; Zeeshan Syed; Naveen Verma (EMBC, 2011)

A data-driven modeling approach to stochastic computation for low-energy biomedical devices. - Kyong-Ho Lee; Kuk Jin Jang; Ali H. Shoeb; Naveen Verma (EMBC, 2011)

Improving kernel-energy trade-offs for machine learning in implantable and wearable biomedical applications. - Kyong-Ho Lee; Sun-Yuan Kung; Naveen Verma (ICASSP, 2011)

Analysis Towards Minimization of Total SRAM Energy Over Active and Idle Operating Modes. - Naveen Verma (IEEE Trans. Very Large Scale Integr. Syst., 2011)

Flexible solar-energy harvesting system on plastic with thin-film LC oscillators operating above ft for inductively-coupled power delivery. - Yingzhe Hu; Warren Rieutort-Louis; Liechao Huang; Josue Sanz-Robinson; Sigurd Wagner; James C. Sturm; Naveen Verma (CICC, 2012)

A compressed-domain processor for seizure detection to simultaneously reduce computation and communication energy. - Mohammed Shoaib; Niraj K. Jha; Naveen Verma (CICC, 2012)

Enabling advanced inference on sensor nodes through direct use of compressively-sensed signals. - Mohammed Shoaib; Niraj K. Jha; Naveen Verma (DATE, 2012)

A 1.2-0.55V general-purpose biomedical processor with configurable machine-learning accelerators for high-order, patient-adaptive monitoring. - Kyong-Ho Lee; Naveen Verma (ESSCIRC, 2012)

Enabling system-level platform resilience through embedded data-driven inference capabilities in electronic devices. - Naveen Verma; Kyong-Ho Lee; Kuk Jin Jang; Ali H. Shoeb (ICASSP, 2012)

High-resolution sensing sheet for structural-health monitoring via scalable interfacing of flexible electronics with high-performance ICs. - Yingzhe Hu; Warren Rieutort-Louis; Josue Sanz-Robinson; Katherine W. Song; James C. Sturm; Sigurd Wagner; Naveen Verma (VLSIC, 2012)

Integrated all-silicon thin-film power electronics on flexible sheets for ubiquitous wireless charging stations based on solar-energy harvesting. - Liechao Huang; Warren Rieutort-Louis; Yingzhe Hu; Josue Sanz-Robinson; Sigurd Wagner; James C. Sturm; Naveen Verma (VLSIC, 2012)

Guest Editorial Emerging Circuits and Systems Techniques for Ultra-Low Power Body Sensor Networks. - Benton H. Calhoun; Anantha P. Chandrakasan; Brian P. Otis; Naveen Verma; Hoi-Jun Yoo (IEEE J. Emerg. Sel. Topics Circuits Syst., 2012)

Low-energy Formulations of Support Vector Machine Kernel Functions for Biomedical Sensor Applications. - Kyong-Ho Lee; Sun-Yuan Kung; Naveen Verma (J. Signal Process. Syst., 2012)

A super-regenerative radio on plastic based on thin-film transistors and antennas on large flexible sheets for distributed communication links. - Liechao Huang; Warren Rieutort-Louis; Yingzhe Hu; Josue Sanz-Robinson; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2013)

Hardware specialization of machine-learning kernels: Possibilities for applications and possibilities for the platform design space (Invited). - Kyong-Ho Lee; Zhuo Wang 001; Naveen Verma (SiPS, 2013)

A Low-Power Processor With Configurable Embedded Machine-Learning Accelerators for High-Order and Adaptive Analysis of Medical-Sensor Signals. - Kyong-Ho Lee; Naveen Verma (IEEE J. Solid State Circuits, 2013)

Algorithm-Driven Architectural Design Space Exploration of Domain-Specific Medical-Sensor Processors. - Mohammed Shoaib; Niraj K. Jha; Naveen Verma (IEEE Trans. Very Large Scale Integr. Syst., 2013)

Enabling hardware relaxations through statistical learning. - Zhuo Wang 001; Naveen Verma (Allerton, 2014)

3D multi-gesture sensing system for large areas based on pixel self-capacitance readout using TFT scanning and frequency-conversion circuits. - Yingzhe Hu; Tiffany Moy; Liechao Huang; Warren Rieutort-Louis; Josue Sanz-Robinson; Sigurd Wagner; James C. Sturm; Naveen Verma (CICC, 2014)

Error-adaptive classifier boosting (EACB): Exploiting data-driven training for highly fault-tolerant hardware. - Zhuo Wang 001; Robert E. Schapire; Naveen Verma (ICASSP, 2014)

12.2 3D gesture-sensing system for interactive displays based on extended-range capacitive sensing. - Yingzhe Hu; Liechao Huang; Warren Rieutort-Louis; Josue Sanz-Robinson; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2014)

A low complexity estimation architecture based on noisy comparators. - Ryan M. Corey; Andrew C. Singer; Sen Tao; Naveen Verma (SiPS, 2014)

An ASIC for readout of post-processed thin-film MEMS resonators by employing capacitive interfacing and active parasitic cancellation. - Liechao Huang; Warren Rieutort-Louis; Alexandra Gualdino; Laura Teagno; Yingzhe Hu; Jaoa Mouro; Josue Sanz-Robinson; James C. Sturm; Sigurd Wagner; Virginia Chu; João Pedro Conde; Naveen Verma (VLSIC, 2014)

A Self-Powered System for Large-Scale Strain Sensing by Combining CMOS ICs With Large-Area Electronics. - Yingzhe Hu; Liechao Huang; Warren Rieutort-Louis; Josue Sanz-Robinson; James C. Sturm; Sigurd Wagner; Naveen Verma (IEEE J. Solid State Circuits, 2014)

Large-Scale Sensing System Combining Large-Area Electronics and CMOS ICs for Structural-Health Monitoring. - Yingzhe Hu; Warren Rieutort-Louis; Josue Sanz-Robinson; Liechao Huang; Branko Glisic; James C. Sturm; Sigurd Wagner; Naveen Verma (IEEE J. Solid State Circuits, 2014)

A 0.6-107 µW Energy-Scalable Processor for Directly Analyzing Compressively-Sensed EEG. - Mohammed Shoaib; Kyong-Ho Lee; Niraj K. Jha; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2014)

Recent Advances in Design and Implementation of Signal Processing Systems. - Warren J. Gross; Naveen Verma; Tong Zhang 002 (J. Signal Process. Syst., 2014)

A look at signal analysis in resource-constrained medical-sensor applications. - Naveen Verma; Zhuo Wang 001; Jintao Zhang (BioCAS, 2015)

A seizure-detection IC employing machine learning to overcome data-conversion and analog-processing non-idealities. - Jintao Zhang; Liechao Huang; Zhuo Wang 001; Naveen Verma (CICC, 2015)

Reducing quantization error in low-energy FIR filter accelerators. - Zhuo Wang 001; Jintao Zhang; Naveen Verma (ICASSP, 2015)

16.2 A large-area image sensing and detection system based on embedded thin-film classifiers. - Warren Rieutort-Louis; Tiffany Moy; Zhuo Wang 001; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2015)

18.4 A matrix-multiplying ADC implementing a machine-learning classifier directly with data conversion. - Jintao Zhang; Zhuo Wang 001; Naveen Verma (ISSCC, 2015)

Reconstruction of multiple-user voice commands using a hybrid system based on thin-film electronics and CMOS. - Liechao Huang; Josue Sanz-Robinson; Tiffany Moy; Yingzhe Hu; Warren Rieutort-Louis; Sigurd Wagner; James C. Sturm; Naveen Verma (VLSIC, 2015)

Circuits evening panel discussion 2: Wearable electronics: Still an oasis or just a mirage for the semiconductor industry? - Y.-S. Shu; Naveen Verma; K. Yano; T. Someya; H.-J. Yoo; Karthik Vasanth; David T. Blaauw; L. Krishnamurthy; S. J. Kim (VLSIC, 2015)

A System Based on Capacitive Interfacing of CMOS With Post-Processed Thin-Film MEMS Resonators Employing Synchronous Readout for Parasitic Nulling. - Liechao Huang; Warren Rieutort-Louis; Alexandra Gualdino; Laura Teagno; Yingzhe Hu; Joao Mouro; Josue Sanz-Robinson; James C. Sturm; Sigurd Wagner; Virginia Chu; João Pedro Conde; Naveen Verma (IEEE J. Solid State Circuits, 2015)

Enabling Scalable Hybrid Systems: Architectures for Exploiting Large-Area Electronics in Applications. - Naveen Verma; Yingzhe Hu; Liechao Huang; Warren Rieutort-Louis; Josue Sanz-Robinson; Tiffany Moy; Branko Glisic; Sigurd Wagner; James C. Sturm (Proc. IEEE, 2015)

Realizing Low-Energy Classification Systems by Implementing Matrix Multiplication Directly Within an ADC. - Zhuo Wang 001; Jintao Zhang; Naveen Verma (IEEE Trans. Biomed. Circuits Syst., 2015)

Statistical ADC Enhanced by Pipelining and Subranging. - Sen Tao; Emmanuel Abbe; Naveen Verma (IEEE Trans. Circuits Syst. II Express Briefs, 2015)

Error Adaptive Classifier Boosting (EACB): Leveraging Data-Driven Training Towards Hardware Resilience for Signal Inference. - Zhuo Wang 001; Robert E. Schapire; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2015)

Signal Processing With Direct Computations on Compressively Sensed Data. - Mohammed Shoaib; Niraj K. Jha; Naveen Verma (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Overcoming Computational Errors in Sensing Platforms Through Embedded Machine-Learning Kernels. - Zhuo Wang 001; Kyong-Ho Lee; Naveen Verma (IEEE Trans. Very Large Scale Integr. Syst., 2015)

Hardware Specialization in Low-power Sensing Applications to Address Energy and Resilience. - Zhuo Wang 001; Kyong-Ho Lee; Naveen Verma (J. Signal Process. Syst., 2015)

Robust blind source separation in a reverberant room based on beamforming with a large-aperture microphone array. - Josue Sanz-Robinson; Liechao Huang; Tiffany Moy; Warren Rieutort-Louis; Yingzhe Hu; Sigurd Wagner; James C. Sturm; Naveen Verma (ICASSP, 2016)

Hybrid large-area systems: Challenges in interfacing. - Tiffany Moy; Sigurd Wagner; Warren Rieutort-Louis; Yingzhe Hu; Liechao Huang; Josue Sanz-Robinson; James C. Sturm; Naveen Verma (ISCAS, 2016)

16.4 A flexible EEG acquisition and biomarker extraction system based on thin-film electronics. - Tiffany Moy; Liechao Huang; Warren Rieutort-Louis; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2016)

Hybrid large-area systems and their interconnection backbone (invited paper). - Naveen Verma; Levent E. Aygun; Yasmin Afsar; Yingzhe Hu; Liechao Huang; Tiffany Moy; Josue Sanz-Robinson; Warren Rieutort-Louis; Sigurd Wagner; James C. Sturm (NOCS, 2016)

A machine-learning classifier implemented in a standard 6T SRAM array. - Jintao Zhang; Zhuo Wang 001; Naveen Verma (VLSI Circuits, 2016)

A Large-Area Image Sensing and Detection System Based on Embedded Thin-Film Classifiers. - Warren Rieutort-Louis; Tiffany Moy; Zhuo Wang 001; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Solid State Circuits, 2016)

Large-Area Microphone Array for Audio Source Separation Based on a Hybrid Architecture Exploiting Thin-Film Electronics and CMOS. - Josue Sanz-Robinson; Liechao Huang; Tiffany Moy; Warren Rieutort-Louis; Yingzhe Hu; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Solid State Circuits, 2016)

Strain Sensing Sheets for Structural Health Monitoring Based on Large-Area Electronics and Integrated Circuits. - Branko Glisic; Yao Yao; Shue-Ting E. Tung; Sigurd Wagner; James C. Sturm; Naveen Verma (Proc. IEEE, 2016)

Reducing Quantization Errors for Inner-Product Operations in Embedded Digital Signal Processing Systems [Tips&Tricks]. - Zhuo Wang 001; Jintao Zhang; Naveen Verma (IEEE Signal Process. Mag., 2016)

Compressed Signal Processing on Nyquist-Sampled Signals. - Jie Lu; Naveen Verma; Niraj K. Jha (IEEE Trans. Computers, 2016)

A Thin-Film, Large-Area Sensing and Compression System for Image Detection. - Tiffany Moy; Warren Rieutort-Louis; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2016)

Compressive information acquisition with hardware impairments and constraints: A case study. - Soorya Gopalakrishnan; Tiffany Moy; Upamanyu Madhow; Naveen Verma (ICASSP, 2017)

Information-processing-driven interfaces in hybrid large-area electronics systems. - Tiffany Moy; Warren Rieutort-Louis; Liechao Huang; Sigurd Wagner; James C. Sturm; Naveen Verma (ISCAS, 2017)

A 10-b statistical ADC employing pipelining and sub-ranging in 32nm CMOS. - Sen Tao; Naveen Verma; Ryan M. Corey; Andrew C. Singer (ISCAS, 2017)

15.1 Large-scale acquisition of large-area sensors using an array of frequency-hopping ZnO thin-film-transistor oscillators. - Yasmin Afsar; Tiffany Moy; Nicholas Brady; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2017)

Covering our world with sensors. - Naveen Verma (IWASI, 2017)

Large-Area Electronics: A Platform for Next-Generation Human- Computer Interfaces. - Josue Sanz-Robinson; Tiffany Moy; Liechao Huang; Warren Rieutort-Louis; Yingzhe Hu; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Emerg. Sel. Topics Circuits Syst., 2017)

Editorial for JETC Special Issue on Alternative Computing Systems. - Rasit Onur Topaloglu; Naveen Verma (ACM J. Emerg. Technol. Comput. Syst., 2017)

An EEG Acquisition and Biomarker-Extraction System Using Low-Noise-Amplifier and Compressive-Sensing Circuits Based on Flexible, Thin-Film Electronics. - Tiffany Moy; Liechao Huang; Warren Rieutort-Louis; Can Wu; Paul Cuff; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Solid State Circuits, 2017)

In-Memory Computation of a Machine-Learning Classifier in a Standard 6T SRAM Array. - Jintao Zhang; Zhuo Wang 001; Naveen Verma (IEEE J. Solid State Circuits, 2017)

A Low-Energy Machine-Learning Classifier Based on Clocked Comparators for Direct Inference on Analog Sensors. - Zhuo Wang 001; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2017)

Artificial intelligence meets large-scale sensing: Using Large-Area Electronics (LAE) to enable intelligent spaces. - Murat Ozatay; Levent E. Aygun; Hongyang Jia; Prakhar Kumar; Yoni Mehlman; Can Wu; Sigurd Wagner; James C. Sturm; Naveen Verma (CICC, 2018)

A recursive-memory brain-state classifier with 32-channel track-and-zoom Δ2 Σ ADCs and Charge-Balanced Programmable Waveform Neurostimulators. - Gerard O'Leary; Mohammad Reza Pazhouhandeh; Michael Chang 002; David M. Groppe; Taufik A. Valiante; Naveen Verma; Roman Genov (ISSCC, 2018)

Session 31 overview: Computation in memory for machine learning: Technology directions and memory subcommittees. - Naveen Verma; Fatih Hamzaoglu; Makoto Nagata; Leland Chang (ISSCC, 2018)

A Mixed-Signal Binarized Convolutional-Neural-Network Accelerator Integrating Dense Weight Storage and Multiplication for Reduced Data Movement. - Hossein Valavi; Peter J. Ramadge; Eric Nestler; Naveen Verma (VLSI Circuits, 2018)

A Microprocessor implemented in 65nm CMOS with Configurable and Bit-scalable Accelerator for Programmable In-memory Computing. - Hongyang Jia; Yinqi Tang; Hossein Valavi; Jintao Zhang; Naveen Verma (CoRR, 2018)

An Architecture for Large-Area Sensor Acquisition Using Frequency-Hopping ZnO TFT DCOs. - Yasmin Afsar; Tiffany Moy; Nicholas Brady; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Solid State Circuits, 2018)

Exploiting Approximate Feature Extraction via Genetic Programming for Hardware Acceleration in a Heterogeneous Microprocessor. - Hongyang Jia; Naveen Verma (IEEE J. Solid State Circuits, 2018)

NURIP: Neural Interface Processor for Brain-State Classification and Programmable-Waveform Neurostimulation. - Gerard O'Leary; David M. Groppe; Taufik A. Valiante; Naveen Verma; Roman Genov (IEEE J. Solid State Circuits, 2018)

Strain Transfer for Optimal Performance of Sensing Sheet. - Matthew Gerber; Campbell Weaver; Levent E. Aygun; Naveen Verma; James C. Sturm; Branko Glisic (Sensors, 2018)

Genetic Programming for Energy-Efficient and Energy-Scalable Approximate Feature Computation in Embedded Inference Systems. - Jie Lu; Hongyang Jia; Naveen Verma; Niraj K. Jha (IEEE Trans. Computers, 2018)

Energy-Efficient Pedestrian Detection System: Exploiting Statistical Error Compensation for Lossy Memory Data Compression. - Yinqi Tang; Naveen Verma (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Gigahertz Zinc-Oxide TFT-Based Oscillators. - Yoni Mehlman; Can Wu; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2019)

Analyzing and Increasing Yield of ZnO Thin-Film Transistors for Large-area Sensing Systems by Preventing Process-Induced Gate Dielectric Breakdown. - Zhiwu Zheng; Levent E. Aygun; Yoni Mehlman; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2019)

A Programmable Embedded Microprocessor for Bit-scalable In-memory Computing. - Hongyang Jia; Hossein Valavi; Yinqi Tang; Jintao Zhang; Naveen Verma (Hot Chips Symposium, 2019)

Stochastic Data-driven Hardware Resilience to Efficiently Train Inference Models for Stochastic Hardware Implementations. - Bonan Zhang; Lung-Yen Chen; Naveen Verma (ICASSP, 2019)

Hybrid System for Efficient LAE-CMOS Interfacing in Large-Scale Tactile-Sensing Skins via TFT-Based Compressed Sensing. - Levent E. Aygun; Prakhar Kumar; Zhiwu Zheng; Ting-Sheng Chen; Sigurd Wagner; James C. Sturm; Naveen Verma (ISSCC, 2019)

Adaptively Clock-Boosted Auto-Ranging Responsive Neurostimulator for Emerging Neuromodulation Applications. - Reza Pazhouhandeh; Gerard O'Leary; Iliya Weisspapir; David M. Groppe; Xuan-Thuan Nguyen; Karim Abdelhalim; Hamed Mazhab-Jafari; Taufik A. Valiante; Peter L. Carlen; Naveen Verma; Roman Genov (ISSCC, 2019)

An In-memory-Computing DNN Achieving 700 TOPS/W and 6 TOPS/mm2 in 130-nm CMOS. - Jintao Zhang; Naveen Verma (IEEE J. Emerg. Sel. Topics Circuits Syst., 2019)

Exploiting Emerging Sensing Technologies Toward Structure in Data for Enhancing Perception in Human-Centric Applications. - Murat Ozatay; Naveen Verma (IEEE Internet Things J., 2019)

A 3-D IC for Mitigating Energy of Memory Accessing and Data Movement in Accelerator- Based Streaming Architectures. - Lung-Yen Chen; Sen Tao; Naveen Verma (IEEE J. Solid State Circuits, 2019)

A 64-Tile 2.4-Mb In-Memory-Computing CNN Accelerator Employing Charge-Domain Compute. - Hossein Valavi; Peter J. Ramadge; Eric Nestler; Naveen Verma (IEEE J. Solid State Circuits, 2019)

Shannon-Inspired Statistical Computing for the Nanoscale Era. - Naresh R. Shanbhag; Naveen Verma; Yongjune Kim 001; Ameya D. Patil; Lav R. Varshney (Proc. IEEE, 2019)

Hybrid LAE-CMOS Force-Sensing System Employing TFT-Based Compressed Sensing for Scalability of Tactile Sensing Skins. - Levent E. Aygun; Prakhar Kumar; Zhiwu Zheng; Ting-Sheng Chen; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE Trans. Biomed. Circuits Syst., 2019)

Scaling Up In-Memory-Computing Classifiers via Boosted Feature Subsets in Banked Architectures. - Yinqi Tang; Jintao Zhang; Naveen Verma (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Nanotechnology-inspired Information Processing Systems of the Future. - Randy Bryant; Mark D. Hill; Tom Kazior; Daniel Lee; Jie Liu; Klara Nahrstedt; Vijay Narayanan; Jan M. Rabaey; Hava T. Siegelmann; Naresh R. Shanbhag; Naveen Verma; H.-S. Philip Wong (CoRR, 2020)

A Programmable Heterogeneous Microprocessor Based on Bit-Scalable In-Memory Computing. - Hongyang Jia; Hossein Valavi; Yinqi Tang; Jintao Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2020)

Large-Area Resistive Strain Sensing Sheet for Structural Health Monitoring. - Levent E. Aygun; Vivek Kumar; Campbell Weaver; Matthew Gerber; Sigurd Wagner; Naveen Verma; Branko Glisic; James C. Sturm (Sensors, 2020)

Reducing Energy of Approximate Feature Extraction in Heterogeneous Architectures for Sensor Inference via Energy-Aware Genetic Programming. - Yinqi Tang; Hongyang Jia; Naveen Verma (IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020)

A Maximally Row-Parallel MRAM In-Memory-Computing Macro Addressing Readout Circuit Sensitivity and Area. - Peter Deaville; Bonan Zhang; Lung-Yen Chen; Naveen Verma (ESSDERC, 2021)

A Programmable Neural-Network Inference Accelerator Based on Scalable In-Memory Computing. - Hongyang Jia; Murat Ozatay; Yinqi Tang; Hossein Valavi; Rakshit Pathak; Jinseok Lee; Naveen Verma (ISSCC, 2021)

Session 19 Overview: Optical Systems for Emerging Applications Technology Directions Subcommittee. - Munehiko Nagatani; Nick Van Helleputte; Naveen Verma (ISSCC, 2021)

Fully Row/Column-Parallel In-memory Computing SRAM Macro employing Capacitor-based Mixed-signal Computation with 5-b Inputs. - Jinseok Lee; Hossein Valavi; Yinqi Tang; Naveen Verma (VLSI Circuits, 2021)

REITS: Reflective Surface for Intelligent Transportation Systems. - Zhuqi Li; Can Wu; Sigurd Wagner; James C. Sturm; Naveen Verma; Kyle Jamieson (HotMobile, 2021)

Piezoelectric Soft Robot Inchworm Motion by Controlling Ground Friction through Robot Shape. - Zhiwu Zheng; Prakhar Kumar; Yenan Chen; Hsin Cheng; Sigurd Wagner; Minjie Chen; Naveen Verma; James C. Sturm (CoRR, 2021)

Neural Network Training With Stochastic Hardware Models and Software Abstractions. - Bonan Zhang; Lung-Yen Chen; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Statistical computing framework and demonstration for in-memory computing systems. - Bonan Zhang; Peter Deaville; Naveen Verma (DAC, 2022)

Scalable Simulation and Demonstration of Jumping Piezoelectric 2-D Soft Robots. - Zhiwu Zheng; Prakhar Kumar; Yenan Chen; Hsin Cheng; Sigurd Wagner; Minjie Chen; Naveen Verma; James C. Sturm (ICRA, 2022)

Model-Based Control of Planar Piezoelectric Inchworm Soft Robot for Crawling in Constrained Environments. - Zhiwu Zheng; Prakhar Kumar; Yenan Chen; Hsin Cheng; Sigurd Wagner; Minjie Chen; Naveen Verma; James C. Sturm (RoboSoft, 2022)

A 22nm 128-kb MRAM Row/Column-Parallel In-Memory Computing Macro with Memory-Resistance Boosting and Multi-Column ADC Readout. - Peter Deaville; Bonan Zhang; Naveen Verma (VLSI Technology and Circuits, 2022)

Scalable and Programmable Neural Network Inference Accelerator Based on In-Memory Computing. - Hongyang Jia; Murat Ozatay; Yinqi Tang; Hossein Valavi; Rakshit Pathak; Jinseok Lee; Naveen Verma (IEEE J. Solid State Circuits, 2022)

Neural Network Training on In-Memory-Computing Hardware With Radix-4 Gradients. - Christopher Grimm; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

Convolutional Autoencoder-Based Transfer Learning for Multi-Task Image Inferences. - Jie Lu; Naveen Verma; Niraj K. Jha (IEEE Trans. Emerg. Top. Comput., 2022)

$f_{MAX}$ Exceeding 3 GHz in Self-Aligned Zinc-Oxide Thin-Film Transistors with Micron-Scale Gate Length. - Yue Ma; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2023)

A 256-kb Fully Row/Column-parallel 22nm MRAM In-Memory-Computing Macro with Differential Readout for Robust Parallelization and Scale-up. - Peter Deaville; Bonan Zhang; Naveen Verma (ESSCIRC, 2023)

Compute SNR-boosted 22 nm MRAM-based In-memory Computing Macro using Statistical Error Compensation. - Saion K. Roy; Han-Mo Ou; Mostafa Gamal Ahmed; Peter Deaville; Bonan Zhang; Naveen Verma; Pavan Kumar Hanumolu; Naresh R. Shanbhag (ESSCIRC, 2023)

Wirelessly-Controlled Untethered Piezoelectric Planar Soft Robot Capable of Bidirectional Crawling and Rotation. - Zhiwu Zheng; Hsin Cheng; Prakhar Kumar; Sigurd Wagner; Minjie Chen; Naveen Verma; James C. Sturm (ICRA, 2023)

eViper: A Scalable Platform for Untethered Modular Soft Robots. - Hsin Cheng; Zhiwu Zheng; Prakhar Kumar; Wali Afridi; Ben Kim; Sigurd Wagner; Naveen Verma; James C. Sturm; Minjie Chen (IROS, 2023)

Reliable measurement using unreliable binary comparisons. - Ryan M. Corey; Sen Tao; Naveen Verma; Andrew C. Singer (Signal Process., 2023)

Investigation of Self-Heating in ZnO Thin-Film Transistors by In-Situ Gate Resistance Measurement and Effect on Device Mobility Extraction. - Nicholas M. Fata; Yue Ma; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2024)

Accurate and Compact Small-Signal Modeling of Zinc-Oxide Thin-Film Transistors for Operation in the GHz Regime. - Yue Ma; Xiaoyang Ma; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2024)

Reduction of Series Resistance in Top-Gate ZnO Thin-Film Transistors by Air Exposure and Oxygen Plasma Treatment. - Zili Tang; Mohammad Shafiqul Islam; Sigurd Wagner; Naveen Verma; James C. Sturm (DRC, 2024)

Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems. - Bonan Zhang; Chia-Yu Chen; Naveen Verma (ICML, 2024)

Piezoelectric Soft Robot Inchworm Motion by Tuning Ground Friction Through Robot Shape: Quasi-Static Modeling and Experimental Validation. - Zhiwu Zheng; Prakhar Kumar; Yenan Chen; Hsin Cheng; Sigurd Wagner; Minjie Chen; Naveen Verma; James C. Sturm (IEEE Trans. Robotics, 2024)

Training Neural Networks With In-Memory-Computing Hardware and Multi-Level Radix-4 Inputs. - Christopher Grimm; Jinseok Lee; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

A Monolithically Integrable Reconfigurable Antenna Based on Large-Area Electronics. - Can Wu; Yue Ma; Suresh Venkatesh; Yoni Mehlman; Murat Ozatay; Sigurd Wagner; James C. Sturm; Naveen Verma (IEEE J. Solid State Circuits, 2024)

A Fully Row/Column-Parallel In-Memory Computing Macro in Foundry MRAM With Differential Readout for Noise Rejection. - Peter Deaville; Bonan Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2024)

Compute SNDR-Boosted 22-nm MRAM-Based In-Memory Computing Macro Using Statistical Error Compensation. - Saion K. Roy; Han-Mo Ou; Mostafa Gamal Ahmed; Peter Deaville; Bonan Zhang; Naveen Verma; Pavan Kumar Hanumolu; Naresh R. Shanbhag (IEEE J. Solid State Circuits, 2025)

A Fully Row/Column-Parallel MRAM in-Memory Computing Macro With Memory-Resistance Boosting and Weighted Multi-Column ADC Readout. - Peter Deaville; Bonan Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2025)

How to Keep Pushing ML Accelerator Performance? Know Your Rooflines! - Marian Verhelst; Luca Benini; Naveen Verma (IEEE J. Solid State Circuits, 2025)