Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks. - Gopalakrishnan Srinivasan; Parami Wijesinghe; Syed Shakib Sarwar; Akhilesh Jaiswal 001; Kaushik Roy 001 (DATE, 2016)

Spin transfer torque memories for on-chip caches: Prospects and perspectives. - Akhilesh Jaiswal 001; Kaushik Roy 001 (LATS, 2016)

MESL: Proposal for a Non-volatile Cascadable Magneto-Electric Spin Logic. - Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2016)

Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets. - Akhilesh Jaiswal 001; Sourjya Roy; Gopalakrishnan Srinivasan; Kaushik Roy 001 (CoRR, 2016)

Ising spin model using Spin-Hall Effect (SHE) induced magnetization reversal in Magnetic-Tunnel-Junction. - Yong Shim; Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2016)

Comprehensive Scaling Analysis of Current Induced Switching in Magnetic Memories Based on In-Plane and Perpendicular Anisotropies. - Akhilesh Jaiswal 001; Xuanyao Fong; Kaushik Roy 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2016)

Stochastic Switching of SHE-MTJ as a Natural Annealer for Efficient Combinatorial Optimization. - Yong Shim; Akhilesh Jaiswal 001; Kaushik Roy 001 (ICCD, 2017)

Image segmentation with stochastic magnetic tunnel junctions and spiking neurons. - Chamika M. Liyanagedera; Parami Wijesinghe; Akhilesh Jaiswal 001; Kaushik Roy 001 (IJCNN, 2017)

Proposal for a Leaky Integrate Fire Spiking Neuron Using Voltage Driven Domain Wall Motion. - Akhilesh Jaiswal 001; Amogh Agrawal; Kaushik Roy 001 (CoRR, 2017)

Energy-Efficient Memories using Magneto-Electric Switching of Ferromagnets. - Akhilesh Jaiswal 001; Indranil Chakraborty; Kaushik Roy 001 (CoRR, 2017)

Magnetic Tunnel Junction Enabled Stochastic Spiking Neural Networks: From Non-Telegraphic to Telegraphic Switching Regime. - Chamika M. Liyanagedera; Abhronil Sengupta; Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2017)

X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. - Amogh Agrawal; Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2017)

8T SRAM Cell as a Multi-bit Dot Product Engine for Beyond von-Neumann Computing. - Akhilesh Jaiswal 001; Indranil Chakraborty; Amogh Agrawal; Kaushik Roy 001 (CoRR, 2018)

Capacitively Driven Global Interconnect with Magnetoelectric Switching Based Receiver for Higher Energy Efficiency. - Zubair Al Azim; Akhilesh Jaiswal 001; Indranil Chakraborty; Kaushik Roy 001 (CoRR, 2018)

Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. - Amogh Agrawal; Akhilesh Jaiswal 001; Bing Han 006; Gopalakrishnan Srinivasan; Kaushik Roy 001 (CoRR, 2018)

Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. - Syed Shakib Sarwar; Gopalakrishnan Srinivasan; Bing Han 006; Parami Wijesinghe; Akhilesh Jaiswal 001; Priyadarshini Panda; Anand Raghunathan; Kaushik Roy 001 (IEEE J. Emerg. Sel. Topics Circuits Syst., 2018)

X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. - Amogh Agrawal; Akhilesh Jaiswal 001; Chankyu Lee; Kaushik Roy 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2018)

Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM. - Arnab Raha; Akhilesh Jaiswal 001; Syed Shakib Sarwar; Hrishikesh Jayakumar; Vijay Raghunathan; Kaushik Roy 001 (IEEE Trans. Very Large Scale Integr. Syst., 2018)

Digital and Analog-Mixed-Signal In-Memory Processing in CMOS SRAM. - Akhilesh Jaiswal 001; Amogh Agrawal; Indranil Chakraborty; Mustafa Fayez Ali; Kaushik Roy 001 (ACM Great Lakes Symposium on VLSI, 2019)

On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks. - Akhilesh Jaiswal 001; Amogh Agrawal; Indranil Chakraborty; Deboleena Roy; Kaushik Roy 001 (IJCNN, 2019)

Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. - Amogh Agrawal; Akhilesh Jaiswal 001; Deboleena Roy; Bing Han 006; Gopalakrishnan Srinivasan; Aayush Ankit; Kaushik Roy 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2019)

8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing. - Akhilesh Jaiswal 001; Indranil Chakraborty; Amogh Agrawal; Kaushik Roy 001 (IEEE Trans. Very Large Scale Integr. Syst., 2019)

IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array. - Mustafa Fayez Ali; Akhilesh Jaiswal 001; Sangamesh Kodge; Amogh Agrawal; Indranil Chakraborty; Kaushik Roy 001 (CoRR, 2020)

IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array. - Mustafa Fayez Ali; Akhilesh Jaiswal 001; Sangamesh Kodge; Amogh Agrawal; Indranil Chakraborty; Kaushik Roy 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

In-Memory Low-Cost Bit-Serial Addition Using Commodity DRAM Technology. - Mustafa Fayez Ali; Akhilesh Jaiswal 001; Kaushik Roy 001 (IEEE Trans. Circuits Syst. I Regul. Pap., 2020)

Functional Read Enabling In-Memory Computations in 1Transistor - 1Resistor Memory Arrays. - Akhilesh Jaiswal 001; Robert Andrawis; Amogh Agrawal; Kaushik Roy 001 (IEEE Trans. Circuits Syst., 2020)

i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs. - Akhilesh Jaiswal 001; Amogh Agrawal; Mustafa Fayez Ali; Saima Sharmin; Kaushik Roy 001 (IEEE Trans. Circuits Syst., 2020)

IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks. - Amogh Agrawal; Mustafa Fayez Ali; Minsuk Koo; Nitin Rathi; Akhilesh Jaiswal 001; Kaushik Roy 001 (CoRR, 2021)

HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification. - Gourav Datta; Souvik Kundu 002; Akhilesh R. Jaiswal; Peter A. Beerel (CoRR, 2021)

Intrinsic Spike Timing Dependent Plasticity in Stochastic Magnetic Tunnel Junctions Mediated by Heat Dynamics. - Humberto Inzunza Velarde; Jheel Nagaria; Zihan Yin; Ajey P. Jacob; Akhilesh R. Jaiswal (CoRR, 2021)

Augmented Memory Computing: Dynamically Augmented SRAM Storage for Data Intensive Applications. - Haripriya Sheshadri; Shwetha Vijayakumar; Ajey P. Jacob; Akhilesh R. Jaiswal (CoRR, 2021)

CryoCiM: Cryogenic Compute-in-Memory based on the Quantum Anomalous Hall Effect. - Shamiul Alam; Md. Mazharul Islam 006; Md. Shafayat Hossain; Akhilesh Jaiswal 001; Ahmedullah Aziz (CoRR, 2021)

Towards Energy-Efficient Hyperspectral Image Processing Inside Camera Pixels. - Gourav Datta; Zihan Yin; Ajey P. Jacob; Akhilesh R. Jaiswal; Peter A. Beerel (ECCV Workshops (6), 2022)

Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA. - Sasindu Wijeratne; Akhilesh R. Jaiswal; Ajey P. Jacob; Bingyi Zhang; Viktor K. Prasanna (HPEC, 2022)

Modeling the Energy Efficiency of GEMM using Optical Random Access Memory. - Bingyi Zhang; Akhilesh R. Jaiswal; Clynn Mathew; Ravi Teja Lakkireddy; Ajey P. Jacob; Sasindu Wijeratne; Viktor K. Prasanna (HPEC, 2022)

Variation-aware Design Space Exploration of Mott Memristor-based Neuristors. - Shamiul Alam; Md. Mazharul Islam 006; Akhilesh Jaiswal 001; Nathaniel C. Cady; Garrett S. Rose; Ahmedullah Aziz (ISVLSI, 2022)

P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking. - Gourav Datta; Souvik Kundu 002; Zihan Yin; Joe Mathai; Zeyu Liu 003; Zixu Wang; Mulin Tian; Shunlin Lu; Ravi Teja Lakkireddy; Andrew G. Schmidt; Wael Abd-Almageed; Ajey P. Jacob; et al. (VLSI-SoC, 2022)

P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications. - Gourav Datta; Souvik Kundu 002; Zihan Yin; Ravi Teja Lakkireddy; Joe Mathai; Ajey P. Jacob; Peter A. Beerel; Akhilesh R. Jaiswal (CoRR, 2022)

Toward Efficient Hyperspectral Image Processing inside Camera Pixels. - Gourav Datta; Zihan Yin; Ajey P. Jacob; Akhilesh R. Jaiswal; Peter A. Beerel (CoRR, 2022)

Enabling ISP-less Low-Power Computer Vision. - Gourav Datta; Zeyu Liu 003; Zihan Yin; Linyu Sun; Akhilesh R. Jaiswal; Peter A. Beerel (CoRR, 2022)

Technology-Circuit-Algorithm Tri-Design for Processing-in-Pixel-in-Memory (P2M). - Md. Abdullah-Al Kaiser; Gourav Datta; Sreetama Sarkar; Souvik Kundu 002; Zihan Yin; Manas Garg; Ajey P. Jacob; Peter A. Beerel; Akhilesh R. Jaiswal (ACM Great Lakes Symposium on VLSI, 2023)

A Context-Switching/Dual-Context ROM Augmented RAM using Standard 8T SRAM. - Md. Abdullah-Al Kaiser; Edwin Tieu; Ajey P. Jacob; Akhilesh R. Jaiswal (ACM Great Lakes Symposium on VLSI, 2023)

In-Sensor & Neuromorphic Computing Are all You Need for Energy Efficient Computer Vision. - Gourav Datta; Zeyu Liu 003; Md. Abdullah-Al Kaiser; Souvik Kundu 002; Joe Mathai; Zihan Yin; Ajey P. Jacob; Akhilesh R. Jaiswal; Peter A. Beerel (ICASSP, 2023)

Design Considerations for 3D Heterogeneous Integration Driven Analog Processing-in-Pixel for Extreme-Edge Intelligence. - Zihan Yin; Gourav Datta; Md. Abdullah-Al Kaiser; Peter A. Beerel; Ajey P. Jacob; Akhilesh Jaiswal 001 (ICRC, 2023)

Quantum Anomalous Hall Effect-Based Variation Robust Binary Content Addressable Memory. - Md. Mazharul Islam 006; Jack Hutchins; Shamiul Alam; Md. Shafayat Hossain; Akhilesh Jaiswal 001; Ahmedullah Aziz (MWSCAS, 2023)

Enabling ISPless Low-Power Computer Vision. - Gourav Datta; Zeyu Liu 003; Zihan Yin; Linyu Sun; Akhilesh R. Jaiswal; Peter A. Beerel (WACV, 2023)

Cryogenic In-Memory Bit-Serial Addition Using Quantum Anomalous Hall Effect-Based Majority Logic. - Shamiul Alam; Md. Mazharul Islam 006; Md. Shafayat Hossain; Akhilesh Jaiswal 001; Ahmedullah Aziz (IEEE Access, 2023)

Object Motion Sensitivity: A Bio-inspired Solution to the Ego-motion Problem for Event-based Cameras. - Shay Snyder; Hunter Thompson; Md. Abdullah-Al Kaiser; Gregory Schwartz; Akhilesh R. Jaiswal; Maryam Parsa (CoRR, 2023)

Hardware-Algorithm Co-design Enabling Processing-in-Pixel-in-Memory (P2M) for Neuromorphic Vision Sensors. - Md. Abdullah-Al Kaiser; Akhilesh R. Jaiswal (CoRR, 2023)

TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. - David Bruce Cousins; Yuriy Polyakov; Ahmad Al Badawi; Matthew French; Andrew G. Schmidt; Ajey P. Jacob; Benedict Reynwar; Kellie Canida; Akhilesh R. Jaiswal; Clynn Mathew; Homer Gamil; Negar Neda; et al. (IACR Cryptol. ePrint Arch., 2023)

Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors. - Md. Abdullah-Al Kaiser; Gourav Datta; Zixu Wang; Ajey P. Jacob; Peter A. Beerel; Akhilesh R. Jaiswal (Frontiers Neuroinformatics, 2023)

Toward High-Accuracy, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ. - Md. Abdullah-Al Kaiser; Gourav Datta; Peter A. Beerel; Akhilesh R. Jaiswal (DAC, 2024)

A 9 Transistor SRAM Featuring Array-level XOR Parallelism with Secure Data Toggling Operation. - Zihan Yin; Annewsha Datta; Shwetha Vijayakumar; Ajey P. Jacob; Akhilesh Jaiswal 001 (ACM Great Lakes Symposium on VLSI, 2024)

Predictive Performance of Photonic SRAM-Based in-Memory Computing for Tensor Decomposition. - Sasindu Wijeratne; Sugeet Sunder; Md. Abdullah-Al Kaiser; Akhilesh Jaiswal 001; Clynn Mathew; Ajey P. Jacob; Viktor K. Prasanna (HPEC, 2024)

Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural Networks: from Algorithms to Technology. - Souvik Kundu 002; Rui-Jie Zhu 003; Akhilesh Jaiswal 001; Peter A. Beerel (ICASSP, 2024)

Hardware-Algorithm Co-Design Enabling Processing-In-Pixel-In-Memory (P2M) for Neuromorphic Vision Sensors. - Md. Abdullah-Al Kaiser; Akhilesh R. Jaiswal (ICASSP, 2024)

Hardware-Algorithm Re-Engineering of Retinal Circuit for Intelligent Object Motion Segmentation. - Jason Sinaga; Victoria Clerico; Md. Abdullah-Al Kaiser; Shay Snyder; Arya Lohia; Gregory Schwartz; Maryam Parsa; Akhilesh Jaiswal 001 (ICONS, 2024)

Sub-Micron Binary HyperPixel Sensor Circuit: In-Pixel Binarization with Variable Thresholding. - Md Rahatul Islam Udoy; Md. Mazharul Islam 006; Akhilesh Jaiswal 001; Ahmedullah Aziz (ISVLSI, 2024)

Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ. - Md. Abdullah-Al Kaiser; Gourav Datta; Peter A. Beerel; Akhilesh R. Jaiswal (CoRR, 2024)

Retina-inspired Object Motion Segmentation. - Victoria Clerico; Shay Snyder; Arya Lohia; Md. Abdullah-Al Kaiser; Gregory Schwartz; Akhilesh Jaiswal 001; Maryam Parsa (CoRR, 2024)

FPCA: Field-Programmable Pixel Convolutional Array for Extreme-Edge Intelligence. - Zihan Yin; Akhilesh Jaiswal 001 (CoRR, 2024)

Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors. - Md. Abdullah-Al Kaiser; Sreetama Sarkar; Peter A. Beerel; Akhilesh R. Jaiswal; Gourav Datta (CoRR, 2024)

Voltage-Controlled Magnetic Tunnel Junction based ADC-less Global Shutter Processing-in-Pixel for Extreme-Edge Intelligence. - Md. Abdullah-Al Kaiser; Gourav Datta; Jordan Athas; Christian Duffee; Ajey P. Jacob; Pedram Khalili Amiri; Peter A. Beerel; Akhilesh R. Jaiswal (CoRR, 2024)

X-pSRAM: A Photonic SRAM with Embedded XOR Logic for Ultra-Fast in-Memory Computing. - Md. Abdullah-Al Kaiser; Sugeet Sunder; Ajey P. Jacob; Akhilesh R. Jaiswal (ASAP, 2025)

A Dual-Read SOT-MRAM Bitcell Architecture for Robust In-Memory Computing. - Rouhan Noor; Md. Abdullah-Al Kaiser; Akhilesh R. Jaiswal (COINS, 2025)

Memristor-Assisted Secure SRAM Architectures for Protection Against Data Imprinting Attacks. - Ankur Singh; Subhradip Chakraborty; Zihan Yin; Akhilesh Jaiswal 001 (COINS, 2025)

Reconfigurable Retina-Inspired Looming Detection. - Jason Sinaga; Shay Snyder; Md. Abdullah-Al Kaiser; Dan Jinoy; Gregory Schwartz; Maryam Parsa; Akhilesh Jaiswal 001 (FCCM, 2025)

Application Specific Hardware-Algorithm Metric Analysis for Vision based In-Sensor Computing. - Subhradip Chakraborty; Kapish Singh; Ankur Singh; Zihan Yin; Akhilesh Jaiswal 001 (ISVLSI, 2025)

Retina-inspired Object Motion Segmentation for Event-Cameras. - Victoria Clerico; Shay Snyder; Arya Lohia; Md. Abdullah-Al Kaiser; Gregory Schwartz; Akhilesh Jaiswal 001; Maryam Parsa (NICE, 2025)

A Review of Digital Pixel Sensors. - Md Rahatul Islam Udoy; Shamiul Alam; Md. Mazharul Islam 006; Akhilesh Jaiswal 001; Ahmedullah Aziz (IEEE Access, 2025)

A Retina-Inspired Pathway to Real-Time Motion Prediction inside Image Sensors for Extreme-Edge Intelligence. - Subhradip Chakraborty; Shay Snyder; Md. Abdullah-Al Kaiser; Maryam Parsa; Gregory Schwartz; Akhilesh R. Jaiswal (CoRR, 2025)

A Mixed-Signal Photonic SRAM-based High-Speed Energy-Efficient Photonic Tensor Core with Novel Electro-Optic ADC. - Md. Abdullah-Al Kaiser; Sugeet Sunder; Ajey P. Jacob; Akhilesh R. Jaiswal (CoRR, 2025)