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ORCIDAkhilesh Jaiswal 0001
Akhilesh R. Jaiswal
Person information
- affiliation: University of Southern California, Los Angeles, CA, USA
Other persons with the same name
- Akhilesh Jaiswal 0002 — GLOBALFOUNDRIES, Malta, NY, USA
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2020 – today
- 2024
[c21]Zihan Yin
, Annewsha Datta, Shwetha Vijayakumar, Ajey P. Jacob, Akhilesh Jaiswal:
A 9 Transistor SRAM Featuring Array-level XOR Parallelism with Secure Data Toggling Operation. ACM Great Lakes Symposium on VLSI 2024: 277-281- [c20]Souvik Kundu, Rui-Jie Zhu, Akhilesh Jaiswal, Peter A. Beerel:
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural Networks: from Algorithms to Technology. ICASSP 2024: 13256-13260 - [c19]Md. Abdullah-Al Kaiser, Akhilesh R. Jaiswal:
Hardware-Algorithm Co-Design Enabling Processing-In-Pixel-In-Memory (P2M) for Neuromorphic Vision Sensors. ICASSP 2024: 13356-13360 - [c18]Md Rahatul Islam Udoy, Md. Mazharul Islam, Akhilesh Jaiswal, Ahmedullah Aziz:
Sub-Micron Binary HyperPixel Sensor Circuit: In-Pixel Binarization with Variable Thresholding. ISVLSI 2024: 21-26 - [i36]Md Rahatul Islam Udoy, Shamiul Alam, Md Mazharul Islam, Akhilesh Jaiswal, Ahmedullah Aziz:
A Review on Digital Pixel Sensors. CoRR abs/2402.04507 (2024) - [i35]Md. Abdullah-Al Kaiser, Gourav Datta, Peter A. Beerel, Akhilesh R. Jaiswal:
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ. CoRR abs/2402.15121 (2024) - [i34]Jason Sinaga, Victoria Clerico, Md. Abdullah-Al Kaiser, Shay Snyder, Arya Lohia, Gregory Schwartz, Maryam Parsa, Akhilesh Jaiswal:
Hardware-Algorithm Re-engineering of Retinal Circuit for Intelligent Object Motion Segmentation. CoRR abs/2408.08320 (2024) - [i33]Victoria Clerico, Shay Snyder, Arya Lohia, Md. Abdullah-Al Kaiser, Gregory Schwartz, Akhilesh Jaiswal, Maryam Parsa:
Retina-inspired Object Motion Segmentation. CoRR abs/2408.09454 (2024) - [i32]Zihan Yin, Akhilesh Jaiswal:
FPCA: Field-Programmable Pixel Convolutional Array for Extreme-Edge Intelligence. CoRR abs/2408.10233 (2024) - [i31]Md. Abdullah-Al Kaiser, Sreetama Sarkar, Peter A. Beerel, Akhilesh R. Jaiswal, Gourav Datta:
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors. CoRR abs/2409.17341 (2024) - 2023
- [j12]Shamiul Alam, Md. Mazharul Islam, Md. Shafayat Hossain, Akhilesh Jaiswal, Ahmedullah Aziz:
Cryogenic In-Memory Bit-Serial Addition Using Quantum Anomalous Hall Effect-Based Majority Logic. IEEE Access 11: 60717-60723 (2023) - [j11]Md. Abdullah-Al Kaiser, Gourav Datta, Zixu Wang, Ajey P. Jacob, Peter A. Beerel, Akhilesh R. Jaiswal:
Neuromorphic-P2M: processing-in-pixel-in-memory paradigm for neuromorphic image sensors. Frontiers Neuroinformatics 17 (2023) - [c17]Md. Abdullah-Al Kaiser, Edwin Tieu, Ajey P. Jacob, Akhilesh R. Jaiswal:
A Context-Switching/Dual-Context ROM Augmented RAM using Standard 8T SRAM. ACM Great Lakes Symposium on VLSI 2023: 149-153 - [c16]Md. Abdullah-Al Kaiser, Gourav Datta, Sreetama Sarkar, Souvik Kundu, Zihan Yin, Manas Garg, Ajey P. Jacob, Peter A. Beerel, Akhilesh R. Jaiswal:
Technology-Circuit-Algorithm Tri-Design for Processing-in-Pixel-in-Memory (P2M). ACM Great Lakes Symposium on VLSI 2023: 613-618 - [c15]Gourav Datta, Zeyu Liu, Md. Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
In-Sensor & Neuromorphic Computing Are all You Need for Energy Efficient Computer Vision. ICASSP 2023: 1-5 - [c14]Zihan Yin, Gourav Datta, Md. Abdullah-Al Kaiser, Peter A. Beerel, Ajey P. Jacob, Akhilesh Jaiswal:
Design Considerations for 3D Heterogeneous Integration Driven Analog Processing-in-Pixel for Extreme-Edge Intelligence. ICRC 2023: 1-5 - [c13]Md. Mazharul Islam, Jack Hutchins, Shamiul Alam, Md. Shafayat Hossain, Akhilesh Jaiswal, Ahmedullah Aziz:
Quantum Anomalous Hall Effect-Based Variation Robust Binary Content Addressable Memory. MWSCAS 2023: 331-335 - [c12]Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel:
Enabling ISPless Low-Power Computer Vision. WACV 2023: 2429-2438 - [i30]Shay Snyder, Hunter Thompson, Md. Abdullah-Al Kaiser, Gregory Schwartz, Akhilesh R. Jaiswal, Maryam Parsa:
Object Motion Sensitivity: A Bio-inspired Solution to the Ego-motion Problem for Event-based Cameras. CoRR abs/2303.14114 (2023) - [i29]Md. Abdullah-Al Kaiser, Edwin Tieu, Ajey P. Jacob, Akhilesh R. Jaiswal:
A Context-Switching/Dual-Context ROM Augmented RAM using Standard 8T SRAM. CoRR abs/2304.02908 (2023) - [i28]Md. Abdullah-Al Kaiser, Gourav Datta, Sreetama Sarkar, Souvik Kundu, Zihan Yin, Manas Garg, Ajey P. Jacob, Peter A. Beerel, Akhilesh R. Jaiswal:
Technology-Circuit-Algorithm Tri-Design for Processing-in-Pixel-in-Memory (P2M). CoRR abs/2304.02968 (2023) - [i27]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, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram:
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. CoRR abs/2304.05237 (2023) - [i26]Zihan Yin, Annewsha Datta, Shwetha Vijayakumar, Ajey P. Jacob, Akhilesh R. Jaiswal:
A 9 Transistor SRAM Featuring Array-level XOR Parallelism with Secure Data Toggling Operation. CoRR abs/2309.03204 (2023) - [i25]Md. Abdullah-Al Kaiser, Akhilesh R. Jaiswal:
Hardware-Algorithm Co-design Enabling Processing-in-Pixel-in-Memory (P2M) for Neuromorphic Vision Sensors. CoRR abs/2310.16844 (2023) - [i24]Souvik Kundu, Rui-Jie Zhu, Akhilesh Jaiswal, Peter A. Beerel:
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural networks: from Algorithms to Technology. CoRR abs/2312.01213 (2023) - [i23]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, Deepraj Soni, Michail Maniatakos, Brandon Reagen, Naifeng Zhang, Franz Franchetti, Patrick Brinich, Jeremy Johnson, Patrick Broderick, Mike Franusich, Bo Zhang, Zeming Cheng, Massoud Pedram:
TREBUCHET: Fully Homomorphic Encryption Accelerator for Deep Computation. IACR Cryptol. ePrint Arch. 2023: 521 (2023) - 2022
- [c11]Gourav Datta, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
Towards Energy-Efficient Hyperspectral Image Processing Inside Camera Pixels. ECCV Workshops (6) 2022: 303-316 - [c10]Sasindu Wijeratne, Akhilesh R. Jaiswal, Ajey P. Jacob, Bingyi Zhang, Viktor K. Prasanna:
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA. HPEC 2022: 1-7 - [c9]Bingyi Zhang, Akhilesh R. Jaiswal, Clynn Mathew, Ravi Teja Lakkireddy, Ajey P. Jacob, Sasindu Wijeratne, Viktor K. Prasanna:
Modeling the Energy Efficiency of GEMM using Optical Random Access Memory. HPEC 2022: 1-7 - [c8]Shamiul Alam, Md. Mazharul Islam, Akhilesh Jaiswal, Nathaniel C. Cady, Garrett S. Rose, Ahmedullah Aziz:
Variation-aware Design Space Exploration of Mott Memristor-based Neuristors. ISVLSI 2022: 68-73 - [c7]Gourav Datta, Souvik Kundu, Zihan Yin, Joe Mathai, Zeyu Liu, Zixu Wang, Mulin Tian, Shunlin Lu, Ravi Teja Lakkireddy, Andrew G. Schmidt, Wael Abd-Almageed, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
P2M-DeTrack: Processing-in-Pixel-in-Memory for Energy-efficient and Real-Time Multi-Object Detection and Tracking. VLSI-SoC 2022: 1-6 - [i22]Gourav Datta, Souvik Kundu, Zihan Yin, Ravi Teja Lakkireddy, Joe Mathai, Ajey P. Jacob, Peter A. Beerel, Akhilesh R. Jaiswal:
P2M: A Processing-in-Pixel-in-Memory Paradigm for Resource-Constrained TinyML Applications. CoRR abs/2203.04737 (2022) - [i21]Gourav Datta, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
Toward Efficient Hyperspectral Image Processing inside Camera Pixels. CoRR abs/2203.05696 (2022) - [i20]Sasindu Wijeratne, Akhilesh R. Jaiswal, Ajey P. Jacob, Bingyi Zhang, Viktor K. Prasanna:
Performance Modeling Sparse MTTKRP Using Optical Static Random Access Memory on FPGA. CoRR abs/2208.10593 (2022) - [i19]Gourav Datta, Zeyu Liu, Zihan Yin, Linyu Sun, Akhilesh R. Jaiswal, Peter A. Beerel:
Enabling ISP-less Low-Power Computer Vision. CoRR abs/2210.05451 (2022) - [i18]Gourav Datta, Zeyu Liu, Md. Abdullah-Al Kaiser, Souvik Kundu, Joe Mathai, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal, Peter A. Beerel:
In-Sensor & Neuromorphic Computing are all you need for Energy Efficient Computer Vision. CoRR abs/2212.10881 (2022) - 2021
- [i17]Amogh Agrawal, Mustafa Fayez Ali, Minsuk Koo, Nitin Rathi, Akhilesh Jaiswal, Kaushik Roy:
IMPULSE: A 65nm Digital Compute-in-Memory Macro with Fused Weights and Membrane Potential for Spike-based Sequential Learning Tasks. CoRR abs/2105.08217 (2021) - [i16]Gourav Datta, Souvik Kundu, Akhilesh R. Jaiswal, Peter A. Beerel:
HYPER-SNN: Towards Energy-efficient Quantized Deep Spiking Neural Networks for Hyperspectral Image Classification. CoRR abs/2107.11979 (2021) - [i15]Humberto Inzunza Velarde, Jheel Nagaria, Zihan Yin, Ajey P. Jacob, Akhilesh R. Jaiswal:
Intrinsic Spike Timing Dependent Plasticity in Stochastic Magnetic Tunnel Junctions Mediated by Heat Dynamics. CoRR abs/2108.12684 (2021) - [i14]Haripriya Sheshadri, Shwetha Vijayakumar, Ajey P. Jacob, Akhilesh R. Jaiswal:
Augmented Memory Computing: Dynamically Augmented SRAM Storage for Data Intensive Applications. CoRR abs/2109.03022 (2021) - [i13]Shamiul Alam, Md. Mazharul Islam, Md. Shafayat Hossain, Akhilesh Jaiswal, Ahmedullah Aziz:
CryoCiM: Cryogenic Compute-in-Memory based on the Quantum Anomalous Hall Effect. CoRR abs/2112.00124 (2021) - 2020
- [j10]Mustafa Fayez Ali, Akhilesh Jaiswal, Kaushik Roy:
In-Memory Low-Cost Bit-Serial Addition Using Commodity DRAM Technology. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(1): 155-165 (2020) - [j9]Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy:
IMAC: In-Memory Multi-Bit Multiplication and ACcumulation in 6T SRAM Array. IEEE Trans. Circuits Syst. I Regul. Pap. 67-I(8): 2521-2531 (2020) - [j8]Akhilesh Jaiswal, Robert Andrawis, Amogh Agrawal, Kaushik Roy:
Functional Read Enabling In-Memory Computations in 1Transistor - 1Resistor Memory Arrays. IEEE Trans. Circuits Syst. 67-II(12): 3347-3351 (2020) - [j7]Akhilesh Jaiswal, Amogh Agrawal, Mustafa Fayez Ali, Saima Sharmin, Kaushik Roy:
i-SRAM: Interleaved Wordlines for Vector Boolean Operations Using SRAMs. IEEE Trans. Circuits Syst. 67-I(12): 4651-4659 (2020) - [i12]Mustafa Fayez Ali, Akhilesh Jaiswal, Sangamesh Kodge, Amogh Agrawal, Indranil Chakraborty, Kaushik Roy:
IMAC: In-memory multi-bit Multiplication andACcumulation in 6T SRAM Array. CoRR abs/2003.12558 (2020)
2010 – 2019
- 2019
- [j6]Amogh Agrawal, Akhilesh Jaiswal, Deboleena Roy, Bing Han, Gopalakrishnan Srinivasan, Aayush Ankit, Kaushik Roy:
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. IEEE Trans. Circuits Syst. I Regul. Pap. 66-I(8): 3064-3076 (2019) - [j5]Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal, Kaushik Roy:
8T SRAM Cell as a Multibit Dot-Product Engine for Beyond Von Neumann Computing. IEEE Trans. Very Large Scale Integr. Syst. 27(11): 2556-2567 (2019) - [c6]Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Mustafa Fayez Ali, Kaushik Roy:
Digital and Analog-Mixed-Signal In-Memory Processing in CMOS SRAM. ACM Great Lakes Symposium on VLSI 2019: 371 - [c5]Akhilesh Jaiswal, Amogh Agrawal, Indranil Chakraborty, Deboleena Roy, Kaushik Roy:
On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks. IJCNN 2019: 1-6 - 2018
- [j4]Syed Shakib Sarwar, Gopalakrishnan Srinivasan, Bing Han, Parami Wijesinghe, Akhilesh Jaiswal, Priyadarshini Panda, Anand Raghunathan, Kaushik Roy:
Energy Efficient Neural Computing: A Study of Cross-Layer Approximations. IEEE J. Emerg. Sel. Topics Circuits Syst. 8(4): 796-809 (2018) - [j3]Amogh Agrawal, Akhilesh Jaiswal, Chankyu Lee, Kaushik Roy:
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. IEEE Trans. Circuits Syst. I Regul. Pap. 65-I(12): 4219-4232 (2018) - [j2]Arnab Raha, Akhilesh Jaiswal, Syed Shakib Sarwar, Hrishikesh Jayakumar, Vijay Raghunathan, Kaushik Roy:
Designing Energy-Efficient Intermittently Powered Systems Using Spin-Hall-Effect-Based Nonvolatile SRAM. IEEE Trans. Very Large Scale Integr. Syst. 26(2): 294-307 (2018) - [i11]Akhilesh Jaiswal, Indranil Chakraborty, Amogh Agrawal, Kaushik Roy:
8T SRAM Cell as a Multi-bit Dot Product Engine for Beyond von-Neumann Computing. CoRR abs/1802.08601 (2018) - [i10]Zubair Al Azim, Akhilesh Jaiswal, Indranil Chakraborty, Kaushik Roy:
Capacitively Driven Global Interconnect with Magnetoelectric Switching Based Receiver for Higher Energy Efficiency. CoRR abs/1802.10431 (2018) - [i9]Amogh Agrawal, Akhilesh Jaiswal, Bing Han, Gopalakrishnan Srinivasan, Kaushik Roy:
Xcel-RAM: Accelerating Binary Neural Networks in High-Throughput SRAM Compute Arrays. CoRR abs/1807.00343 (2018) - 2017
- [c4]Yong Shim, Akhilesh Jaiswal, Kaushik Roy:
Stochastic Switching of SHE-MTJ as a Natural Annealer for Efficient Combinatorial Optimization. ICCD 2017: 605-608 - [c3]Chamika M. Liyanagedera, Parami Wijesinghe, Akhilesh Jaiswal, Kaushik Roy:
Image segmentation with stochastic magnetic tunnel junctions and spiking neurons. IJCNN 2017: 2460-2468 - [i8]Akhilesh Jaiswal, Indranil Chakraborty, Kaushik Roy:
Energy-Efficient Memories using Magneto-Electric Switching of Ferromagnets. CoRR abs/1701.08208 (2017) - [i7]Akhilesh Jaiswal, Amogh Agrawal, Kaushik Roy:
Proposal for a Leaky Integrate Fire Spiking Neuron Using Voltage Driven Domain Wall Motion. CoRR abs/1705.06942 (2017) - [i6]Chamika M. Liyanagedera, Abhronil Sengupta, Akhilesh Jaiswal, Kaushik Roy:
Magnetic Tunnel Junction Enabled Stochastic Spiking Neural Networks: From Non-Telegraphic to Telegraphic Switching Regime. CoRR abs/1709.09247 (2017) - [i5]Amogh Agrawal, Akhilesh Jaiswal, Kaushik Roy:
X-SRAM: Enabling In-Memory Boolean Computations in CMOS Static Random Access Memories. CoRR abs/1712.05096 (2017) - 2016
- [j1]Akhilesh Jaiswal, Xuanyao Fong, Kaushik Roy:
Comprehensive Scaling Analysis of Current Induced Switching in Magnetic Memories Based on In-Plane and Perpendicular Anisotropies. IEEE J. Emerg. Sel. Topics Circuits Syst. 6(2): 120-133 (2016) - [c2]Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy:
Significance driven hybrid 8T-6T SRAM for energy-efficient synaptic storage in artificial neural networks. DATE 2016: 151-156 - [c1]Akhilesh Jaiswal, Kaushik Roy:
Spin transfer torque memories for on-chip caches: Prospects and perspectives. LATS 2016: 7 - [i4]Gopalakrishnan Srinivasan, Parami Wijesinghe, Syed Shakib Sarwar, Akhilesh Jaiswal, Kaushik Roy:
Significance Driven Hybrid 8T-6T SRAM for Energy-Efficient Synaptic Storage in Artificial Neural Networks. CoRR abs/1602.08556 (2016) - [i3]Yong Shim, Akhilesh Jaiswal, Kaushik Roy:
Ising spin model using Spin-Hall Effect (SHE) induced magnetization reversal in Magnetic-Tunnel-Junction. CoRR abs/1609.05926 (2016) - [i2]Akhilesh Jaiswal, Sourjya Roy, Gopalakrishnan Srinivasan, Kaushik Roy:
Proposal for a Leaky-Integrate-Fire Spiking Neuron based on Magneto-Electric Switching of Ferro-magnets. CoRR abs/1609.09158 (2016) - [i1]Akhilesh Jaiswal, Kaushik Roy:
MESL: Proposal for a Non-volatile Cascadable Magneto-Electric Spin Logic. CoRR abs/1611.07738 (2016)
Coauthor Index
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