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ORCIDArijit Raychowdhury
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2020 – today
- 2024
[j71]Foroozan Karimzadeh
, Arijit Raychowdhury:
Twofold Sparsity: Joint Bit- and Network-Level Sparsity for Energy-Efficient Deep Neural Network Using RRAM Based Compute-In-Memory. IEEE Access 12: 35125-35134 (2024)- [j70]Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu:
The Vulnerability-Adaptive Protection Paradigm. Commun. ACM 67(9): 66-77 (2024) - [j69]Ashwin Sanjay Lele, Muya Chang, Samuel D. Spetalnick, Brian Crafton, Shota Konno, Zishen Wan, Ashwin Bhat, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Fused Frame and Event-Based Target Identification and Tracking. IEEE J. Solid State Circuits 59(1): 52-64 (2024) - [j68]Nealson Li, Muya Chang, Arijit Raychowdhury:
E-Gaze: Gaze Estimation With Event Camera. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 4796-4811 (2024) - [j67]Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi:
Silent Data Corruption in Robot Operating System: A Case for End-to-End System-Level Fault Analysis Using Autonomous UAVs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(4): 1037-1050 (2024) - [j66]Sigang Ryu, Jaeha Kim, Arijit Raychowdhury:
Fractionally-Spaced Equalizers as Clock and Data Recovery Loops. IEEE Trans. Circuits Syst. I Regul. Pap. 71(7): 3002-3015 (2024) - [c160]Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Kshitij Bhardwaj, Vijay Janapa Reddi, Arijit Raychowdhury:
MulBERRY: Enabling Bit-Error Robustness for Energy-Efficient Multi-Agent Autonomous Systems. ASPLOS (2) 2024: 746-762 - [c159]Mohamed Ibrahim, Zishen Wan, Haitong Li, Priyadarshini Panda, Tushar Krishna, Pentti Kanerva, Yiran Chen, Arijit Raychowdhury:
Special Session: Neuro-Symbolic Architecture Meets Large Language Models: A Memory-Centric Perspective. CODES+ISSS 2024: 11-20 - [c158]Zishen Wan, Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar Krishna, Arijit Raychowdhury:
H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations. DATE 2024: 1-6 - [c157]Kaushik Bhattacharyya, Minxiang Gong, Muya Chang, Xin Zhang, Arijit Raychowdhury:
A 24/48V to 0.8V-1.2V All-Digital Synchronous Buck Converter with Package-Integrated GaN power FETs and 180nm Silicon Controller IC. ISCAS 2024: 1-5 - [c156]Rakshith Saligram, Amol D. Gaidhane, Yu Kevin Cao, Suman Datta, Arijit Raychowdhury:
Cooling the Chaos: Mitigating the Effect of Threshold Voltage Variation in Cryogenic CMOS Memories. ISLPED 2024: 1-6 - [c155]Laith A. Shamieh, Wei-Chun Wang, Shida Zhang, Rakshith Saligram, Amol D. Gaidhane, Yu Cao, Arijit Raychowdhury, Suman Datta, Saibal Mukhopadhyay:
Cryogenic Operation of Computing-In-Memory based Spiking Neural Network. ISLPED 2024: 1-6 - [c154]Zishen Wan, Che-Kai Liu, Hanchen Yang, Ritik Raj, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Ananda Samajdar, Yingyan Celine Lin, Tushar Krishna, Arijit Raychowdhury:
Towards Cognitive AI Systems: Workload and Characterization of Neuro-Symbolic AI. ISPASS 2024: 268-279 - [c153]Samuel D. Spetalnick, Ashwin Sanjay Lele, Brian Crafton, Muya Chang, Sigang Ryu, Jong-Hyeok Yoon, Zhijian Hao, Azadeh Ansari, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
30.1 A 40nm VLIW Edge Accelerator with 5MB of 0.256pJ/b RRAM and a Localization Solver for Bristle Robot Surveillance. ISSCC 2024: 482-484 - [c152]Jingtian Dang, Jianming Tong, Anupam Golder, Cong Hao, Arijit Raychowdhury, Tushar Krishna:
Accurate Low-Degree Polynomial Approximation of Non-Polynomial Operators for Fast Private Inference in Homomorphic Encryption. MLSys 2024 - [c151]Brian Crafton, Samuel D. Spetalnick, Muya Chang, Arijit Raychowdhury:
A 28nm Approximate / Binary 6T CAM for Sequence Alignment. VLSI Technology and Circuits 2024: 1-2 - [c150]Suman Datta, E. Sarkar, Khandker Akif Aabrar, Shan Deng, J. Shin, Arijit Raychowdhury, Shimeng Yu, Asif Khan:
Amorphous Oxide Semiconductors for Monolithic 3D Integrated Circuits. VLSI Technology and Circuits 2024: 1-2 - [c149]Shota Konno, Zachary J. Ellis, Anupam Golder, Sigang Ryu, Daniel Dinu, Avinash Varna, Sanu Mathew, Arijit Raychowdhury:
A 65nm Delta-Sigma ADC Based VDD-Variation-Tolerant Power-Side-Channel-Attack Monitor with Detection Capability Down to 0.25Ω. VLSI Technology and Circuits 2024: 1-2 - [i44]Zishen Wan, Che-Kai Liu, Hanchen Yang, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Tushar Krishna, Yingyan Lin, Arijit Raychowdhury:
Towards Cognitive AI Systems: a Survey and Prospective on Neuro-Symbolic AI. CoRR abs/2401.01040 (2024) - [i43]Jianming Tong, Jingtian Dang, Anupam Golder, Callie Hao, Arijit Raychowdhury, Tushar Krishna:
Accurate Low-Degree Polynomial Approximation of Non-polynomial Operators for Fast Private Inference in Homomorphic Encryption. CoRR abs/2404.03216 (2024) - [i42]Zishen Wan, Che-Kai Liu, Mohamed Ibrahim, Hanchen Yang, Samuel Spetalnick, Tushar Krishna, Arijit Raychowdhury:
H3DFact: Heterogeneous 3D Integrated CIM for Factorization with Holographic Perceptual Representations. CoRR abs/2404.04173 (2024) - [i41]Zishen Wan, Che-Kai Liu, Hanchen Yang, Ritik Raj, Chaojian Li, Haoran You, Yonggan Fu, Cheng Wan, Sixu Li, Youbin Kim, Ananda Samajdar, Yingyan Celine Lin, Mohamed Ibrahim, Jan M. Rabaey, Tushar Krishna, Arijit Raychowdhury:
Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture. CoRR abs/2409.13153 (2024) - [i40]Zishen Wan, Yiming Gan, Bo Yu, Shaoshan Liu, Arijit Raychowdhury, Yuhao Zhu:
VAP: The Vulnerability-Adaptive Protection Paradigm Toward Reliable Autonomous Machines. CoRR abs/2409.19892 (2024) - 2023
- [j65]Masum Hossain, Arijit Raychowdhury, Sanu K. Mathew, Yakun Sophia Shao, Yih Wang:
Guest Editorial Introduction to the Special Issue on the 2022 IEEE International Solid-State Circuits Conference (ISSCC). IEEE J. Solid State Circuits 58(1): 3-7 (2023) - [j64]Minxiang Gong, Hua Chen, Xin Zhang, Rinkle Jain, Arijit Raychowdhury:
A 90.4% Peak Efficiency 48-to-1-V GaN/Si Hybrid Converter With Three-Level Hybrid Dickson Topology and Gradient Descent Run-Time Optimizer. IEEE J. Solid State Circuits 58(4): 1002-1014 (2023) - [c148]Ashwin Bhat, Arijit Raychowdhury:
Reducing Overhead of Feature Importance Visualization via Static GradCAM Computation. AICAS 2023: 1-5 - [c147]Anupam Golder, Arijit Raychowdhury:
PCB Identification Based on Machine Learning Utilizing Power Consumption Variability. AICAS 2023: 1-4 - [c146]Nealson Li, Ashwin Bhat, Arijit Raychowdhury:
E-Track: Eye Tracking with Event Camera for Extended Reality (XR) Applications. AICAS 2023: 1-5 - [c145]Ashwin Bhat, Arijit Raychowdhury:
Explainable ECG Beat Classification On The Edge for Smart, Trustworthy and Low-Power Wearables. BioCAS 2023: 1-5 - [c144]Mustafa Fayez Ali, Indranil Chakraborty, Sakshi Choudhary, Muya Chang, Dong Eun Kim, Arijit Raychowdhury, Kaushik Roy:
A 65 nm 1.4-6.7 TOPS/W Adaptive-SNR Sparsity-Aware CIM Core with Load Balancing Support for DL workloads. CICC 2023: 1-2 - [c143]Ashwin Sanjay Lele, Muya Chang, Samuel D. Spetalnick, Brian Crafton, Arijit Raychowdhury, Yan Fang:
Neuromorphic Swarm on RRAM Compute-in-Memory Processor for Solving QUBO Problem. DAC 2023: 1-6 - [c142]Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Vijay Janapa Reddi, Arijit Raychowdhury:
BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems. DAC 2023: 1-6 - [c141]Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn:
Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. DATE 2023: 1-2 - [c140]Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Abdulrahman Mahmoud, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi:
MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles. DATE 2023: 1-6 - [c139]Zachary J. Ellis, Anupam Golder, Addison J. Elliott, Arijit Raychowdhury:
RAGA: Resource-Aware Tree-Splitting for High Performance Knuth-Yao-based Discrete Gaussian Sampling on FPGAs. ACM Great Lakes Symposium on VLSI 2023: 443-447 - [c138]Adou Sangbone Assoa, Ashwin Bhat, Sigang Ryu, Arijit Raychowdhury:
A Scalable Platform for Single-Snapshot Direction Of Arrival (DOA) Estimation in Massive MIMO Systems. ACM Great Lakes Symposium on VLSI 2023: 631-637 - [c137]Ashwin Bhat, Arijit Raychowdhury:
Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI. ISCAS 2023: 1-5 - [c136]Ashwin Sanjay Lele, Muya Chang, Samuel Spetalnick, Yan Fang, Brian Crafton, Shota Konno, Arijit Raychowdhury:
Live Demonstration: Hybrid RRAM and SRAM SoC for Fused Frame and Event Target Tracking. ISCAS 2023: 1 - [c135]Rakshith Saligram, Suman Datta, Arijit Raychowdhury:
Cryogenic CMOS as an Enabler for Low Power Dynamic Logic. ISLPED 2023: 1-6 - [c134]Muya Chang, Ashwin Sanjay Lele, Samuel D. Spetalnick, Brian Crafton, Shota Konno, Zishen Wan, Ashwin Bhat, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 73.53TOPS/W 14.74TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking. ISSCC 2023: 426-427 - [c133]Sigang Ryu, Adou Sangbone Assoa, Shota Konno, Arijit Raychowdhury:
A 65nm 60mW Dual-Loop Adaptive Digital Beamformer with Optimized Sidelobe Cancellation and On-Chip DOA Estimation for mm-Wave Applications. VLSI Technology and Circuits 2023: 1-2 - [c132]Samuel D. Spetalnick, Muya Chang, Shota Konno, Brian Crafton, Ashwin Sanjay Lele, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 2.38 MCells/mm2 9.81 -350 TOPS/W RRAM Compute-in-Memory Macro in 40nm CMOS with Hybrid Offset/IOFF Cancellation and ICELL RBLSL Drop Mitigation. VLSI Technology and Circuits 2023: 1-2 - [i39]Ashwin Bhat, Arijit Raychowdhury:
Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI. CoRR abs/2302.11107 (2023) - [i38]Kshitij Bhardwaj, Zishen Wan, Arijit Raychowdhury, Ryan A. Goldhahn:
Real-Time Fully Unsupervised Domain Adaptation for Lane Detection in Autonomous Driving. CoRR abs/2306.16660 (2023) - [i37]Zishen Wan, Nandhini Chandramoorthy, Karthik Swaminathan, Pin-Yu Chen, Vijay Janapa Reddi, Arijit Raychowdhury:
BERRY: Bit Error Robustness for Energy-Efficient Reinforcement Learning-Based Autonomous Systems. CoRR abs/2307.10041 (2023) - 2022
- [j63]Mithilesh Kumar, Alak Majumder, Abir J. Mondal, Arijit Raychowdhury, Bidyut K. Bhattacharyya:
A low power and PVT variation tolerant mux-latch for serializer interface and on-chip serial link. Integr. 87: 364-377 (2022) - [j62]Josef Danial, Debayan Das, Anupam Golder, Santosh Ghosh, Arijit Raychowdhury, Shreyas Sen:
EM-X-DL: Efficient Cross-device Deep Learning Side-channel Attack With Noisy EM Signatures. ACM J. Emerg. Technol. Comput. Syst. 18(1): 4:1-4:17 (2022) - [j61]Jong-Hyeok Yoon, Muya Chang, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40-nm, 64-Kb, 56.67 TOPS/W Voltage-Sensing Computing-In-Memory/Digital RRAM Macro Supporting Iterative Write With Verification and Online Read-Disturb Detection. IEEE J. Solid State Circuits 57(1): 68-79 (2022) - [j60]Jong-Hyeok Yoon, Muya Chang, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40-nm 118.44-TOPS/W Voltage-Sensing Compute-in-Memory RRAM Macro With Write Verification and Multi-Bit Encoding. IEEE J. Solid State Circuits 57(3): 845-857 (2022) - [j59]Ningyuan Cao, Baibhab Chatterjee, Jianbo Liu, Boyang Cheng, Minxiang Gong, Muya Chang, Shreyas Sen, Arijit Raychowdhury:
A 65 nm Wireless Image SoC Supporting On-Chip DNN Optimization and Real-Time Computation-Communication Trade-Off via Actor-Critical Neuro-Controller. IEEE J. Solid State Circuits 57(8): 2545-2559 (2022) - [j58]Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury:
An End-to-End Spiking Neural Network Platform for Edge Robotics: From Event-Cameras to Central Pattern Generation. IEEE Trans. Cogn. Dev. Syst. 14(3): 1092-1103 (2022) - [j57]Samuel Spetalnick, Arijit Raychowdhury:
A Practical Design-Space Analysis of Compute-in-Memory With SRAM. IEEE Trans. Circuits Syst. I Regul. Pap. 69(4): 1466-1479 (2022) - [j56]Foroozan Karimzadeh, Jong-Hyeok Yoon, Arijit Raychowdhury:
BitS-Net: Bit-Sparse Deep Neural Network for Energy-Efficient RRAM-Based Compute-In-Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 69(5): 1952-1961 (2022) - [j55]Rakshith Saligram, Suman Datta, Arijit Raychowdhury:
Design Space Exploration of Interconnect Materials for Cryogenic Operation: Electrical and Thermal Analyses. IEEE Trans. Circuits Syst. I Regul. Pap. 69(11): 4610-4618 (2022) - [c131]Zishen Wan, Ashwin Sanjay Lele, Bo Yu, Shaoshan Liu, Yu Wang, Vijay Janapa Reddi, Cong Hao, Arijit Raychowdhury:
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities. AICAS 2022: 291-295 - [c130]Zishen Wan, Ashwin Sanjay Lele, Arijit Raychowdhury:
Circuit and System Technologies for Energy-Efficient Edge Robotics: (Invited Paper). ASP-DAC 2022: 275-280 - [c129]Muya Chang, Xunzhao Yin, Zoltán Toroczkai, Xiaobo Hu, Arijit Raychowdhury:
An Analog Clock-free Compute Fabric base on Continuous-Time Dynamical System for Solving Combinatorial Optimization Problems. CICC 2022: 1-2 - [c128]Qiang Liu, Zishen Wan, Bo Yu, Weizhuang Liu, Shaoshan Liu, Arijit Raychowdhury:
An Energy-Efficient and Runtime-Reconfigurable FPGA-Based Accelerator for Robotic Localization Systems. CICC 2022: 1-2 - [c127]Brian Crafton, Zishen Wan, Samuel Spetalnick, Jong-Hyeok Yoon, Wei Wu, Carlos Tokunaga, Vivek De, Arijit Raychowdhury:
Improving compute in-memory ECC reliability with successive correction. DAC 2022: 745-750 - [c126]Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury:
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems. DATE 2022: 430-435 - [c125]Anupam Golder, Ashwin Bhat, Arijit Raychowdhury:
Exploration into the Explainability of Neural Network Models for Power Side-Channel Analysis. ACM Great Lakes Symposium on VLSI 2022: 59-64 - [c124]Zishen Wan, Karthik Swaminathan, Pin-Yu Chen, Nandhini Chandramoorthy, Arijit Raychowdhury:
Analyzing and Improving Resilience and Robustness of Autonomous Systems. ICCAD 2022: 102:1-102:9 - [c123]Adarsh Kumar Kosta, Malik Aqeel Anwar, Priyadarshini Panda, Arijit Raychowdhury, Kaushik Roy:
RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. ICRA 2022: 7492-7498 - [c122]Brian Crafton, Connor Talley, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury:
Characterization and Mitigation of IR-Drop in RRAM-based Compute In-Memory. ISCAS 2022: 70-74 - [c121]Ashwin Sanjay Lele, Arijit Raychowdhury:
Fusing Frame and Event Vision for High-speed Optical Flow for Edge Application. ISCAS 2022: 804-808 - [c120]Muya Chang, Samuel D. Spetalnick, Brian Crafton, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40nm 60.64TOPS/W ECC-Capable Compute-in-Memory/Digital 2.25MB/768KB RRAM/SRAM System with Embedded Cortex M3 Microprocessor for Edge Recommendation Systems. ISSCC 2022: 1-3 - [c119]Samuel D. Spetalnick, Muya Chang, Brian Crafton, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40nm 64kb 26.56TOPS/W 2.37Mb/mm2RRAM Binary/Compute-in-Memory Macro with 4.23x Improvement in Density and >75% Use of Sensing Dynamic Range. ISSCC 2022: 1-3 - [c118]Ashwin Bhat, Adou Sangbone Assoa, Arijit Raychowdhury:
Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge. VLSI-SoC 2022: 1-6 - [c117]Foroozan Karimzadeh, Arijit Raychowdhury:
Towards Energy Efficient DNN accelerator via Sparsified Gradual Knowledge Distillation. VLSI-SoC 2022: 1-6 - [c116]Foroozan Karimzadeh, Arijit Raychowdhury:
Towards CIM-friendly and Energy-Efficient DNN Accelerator via Bit-level Sparsity. VLSI-SoC 2022: 1-2 - [c115]Minxiang Gong, Xin Zhang, Arijit Raychowdhury:
A 90.4% Peak Efficiency 48V/1V Three-Level Hybrid Dickson Converter with Gradient Descent Run-Time Optimizer and GaN/Si Hybrid Conversion. VLSI Technology and Circuits 2022: 176-177 - [c114]Wriddhi Chakraborty, P. Shrestha, A. Gupta, Rakshith Saligram, Samuel Spetalnick, J. Campbell, Arijit Raychowdhury, Suman Datta:
Multi-bit per-cell 1T SiGe Floating Body RAM for Cache Memory in Cryogenic Computing. VLSI Technology and Circuits 2022: 302-303 - [i36]Qiang Liu, Zishen Wan, Bo Yu, Weizhuang Liu, Shaoshan Liu, Arijit Raychowdhury:
An Energy-Efficient and Runtime-Reconfigurable FPGA-Based Accelerator for Robotic Localization Systems. CoRR abs/2202.08952 (2022) - [i35]Zishen Wan, Ashwin Sanjay Lele, Arijit Raychowdhury:
Circuit and System Technologies for Energy-Efficient Edge Robotics. CoRR abs/2202.11237 (2022) - [i34]Zishen Wan, Aqeel Anwar, Abdulrahman Mahmoud, Tianyu Jia, Yu-Shun Hsiao, Vijay Janapa Reddi, Arijit Raychowdhury:
FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems. CoRR abs/2203.07276 (2022) - [i33]Zishen Wan, Ashwin Sanjay Lele, Bo Yu, Shaoshan Liu, Yu Wang, Vijay Janapa Reddi, Cong Hao, Arijit Raychowdhury:
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities. CoRR abs/2205.07149 (2022) - [i32]Ashwin Sanjay Lele, Arijit Raychowdhury:
Fusing Frame and Event Vision for High-speed Optical Flow for Edge Application. CoRR abs/2207.10720 (2022) - [i31]Ashwin Bhat, Adou Sangbone Assoa, Arijit Raychowdhury:
Gradient Backpropagation based Feature Attribution to Enable Explainable-AI on the Edge. CoRR abs/2210.10922 (2022) - 2021
- [j54]Brian Crafton, Samuel Spetalnick, Yan Fang, Arijit Raychowdhury:
Merged Logic and Memory Fabrics for Accelerating Machine Learning Workloads. IEEE Des. Test 38(1): 39-68 (2021) - [j53]Debayan Das, Santosh Ghosh, Arijit Raychowdhury, Shreyas Sen:
EM/Power Side-Channel Attack: White-Box Modeling and Signature Attenuation Countermeasures. IEEE Des. Test 38(3): 67-75 (2021) - [j52]Jong-Hyeok Yoon, Arijit Raychowdhury:
NeuroSLAM: A 65-nm 7.25-to-8.79-TOPS/W Mixed-Signal Oscillator-Based SLAM Accelerator for Edge Robotics. IEEE J. Solid State Circuits 56(1): 66-78 (2021) - [j51]Debayan Das, Josef Danial, Anupam Golder, Nirmoy Modak, Shovan Maity, Baibhab Chatterjee, Dong-Hyun Seo, Muya Chang, Avinash Varna, Harish K. Krishnamurthy, Sanu Mathew, Santosh Ghosh, Arijit Raychowdhury, Shreyas Sen:
EM and Power SCA-Resilient AES-256 Through >350× Current-Domain Signature Attenuation and Local Lower Metal Routing. IEEE J. Solid State Circuits 56(1): 136-150 (2021) - [j50]Foroozan Karimzadeh, Ningyuan Cao, Brian Crafton, Justin Romberg, Arijit Raychowdhury:
A Hardware-Friendly Approach Towards Sparse Neural Networks Based on LFSR-Generated Pseudo-Random Sequences. IEEE Trans. Circuits Syst. I Regul. Pap. 68(2): 751-764 (2021) - [j49]Minxiang Gong, Ningyuan Cao, Muya Chang, Arijit Raychowdhury:
A 65nm Thermometer-Encoded Time/Charge-Based Compute-in-Memory Neural Network Accelerator at 0.735pJ/MAC and 0.41pJ/Update. IEEE Trans. Circuits Syst. II Express Briefs 68(4): 1408-1412 (2021) - [c113]Brian Crafton, Andrew Paredes, Evan Gebhardt, Arijit Raychowdhury:
Hardware-Algorithm Co-Design Enabling Efficient Event-based Object Detection. AICAS 2021: 1-4 - [c112]Tian Gao, Zishen Wan, Yuyang Zhang, Bo Yu, Yanjun Zhang, Shaoshan Liu, Arijit Raychowdhury:
iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform. AICAS 2021: 1-4 - [c111]Zishen Wan, Yuyang Zhang, Arijit Raychowdhury, Bo Yu, Yanjun Zhang, Shaoshan Liu:
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform. AICAS 2021: 1-4 - [c110]Brian Crafton, Samuel Spetalnick, Arijit Raychowdhury:
Merged Logic and Memory Fabrics for AI Workloads. ASP-DAC 2021: 305-310 - [c109]Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Wei Wu, Carlos Tokunaga, Vivek De, Arijit Raychowdhury:
CIM-SECDED: A 40nm 64Kb Compute In-Memory RRAM Macro with ECC Enabling Reliable Operation. A-SSCC 2021: 1-3 - [c108]Rakshith Saligram, Suman Datta, Arijit Raychowdhury:
CryoMem: A 4K-300K 1.3GHz eDRAM Macro with Hybrid 2T-Gain-Cell in a 28nm Logic Process for Cryogenic Applications. CICC 2021: 1-2 - [c107]Rakshith Saligram, Divya Prasad, David Pietromonaco, Arijit Raychowdhury, Brian Cline:
A 64-Bit Arm CPU at Cryogenic temperatures: Design Technology Co-Optimization for Power and Performance. CICC 2021: 1-2 - [c106]Jong-Hyeok Yoon, Muya Chang, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
A 40nm 100Kb 118.44TOPS/W Ternary-weight Computein-Memory RRAM Macro with Voltage-sensing Read and Write Verification for reliable multi-bit RRAM operation. CICC 2021: 1-2 - [c105]Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury:
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems. DAC 2021: 841-846 - [c104]Brian Crafton, Samuel Spetalnick, Jong-Hyeok Yoon, Arijit Raychowdhury:
Statistical Optimization of Compute In-Memory Performance Under Device Variation. ISLPED 2021: 1-6 - [c103]Brian Crafton, Arijit Raychowdhury, Sung Kyu Lim:
Automatic Generation of Translators for Packet-Based and Emerging Protocols. ISQED 2021: 488-495 - [c102]Jong-Hyeok Yoon, Muya Chang, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury:
29.1 A 40nm 64Kb 56.67TOPS/W Read-Disturb-Tolerant Compute-in-Memory/Digital RRAM Macro with Active-Feedback-Based Read and In-Situ Write Verification. ISSCC 2021: 404-406 - [c101]Arijit Raychowdhury, Mijung Noh, Keith A. Bowman:
Session 35 Overview: Adaptive Digital Techniques for Variation Tolerant Systems Digital Circuits Subcommittee. ISSCC 2021: 488-489 - [c100]Nick Van Helleputte, Arijit Raychowdhury, Ping-Hsuan Hsieh, Jun Deguchi, Matteo Perenzoni, Esther Rodríguez-Villegas, Long Yan, Andreia Cathelin, Keith A. Bowman, Chris Van Hoof:
F3: Silicon Technologies in the Fight Against Pandemics - From Point of Care to Computational Epidemiology. ISSCC 2021: 520-524 - [c99]Edoardo Charbon, Alicia Klinefelter, Massimo Alioto, Yao-Hong Liu, Munehiko Nagatani, Arijit Raychowdhury, Andreia Cathelin, Boris Murmann:
F4: Electronics for a Quantum World. ISSCC 2021: 525-528 - [c98]Sihan Zeng, Malik Aqeel Anwar, Thinh T. Doan, Arijit Raychowdhury, Justin Romberg:
A decentralized policy gradient approach to multi-task reinforcement learning. UAI 2021: 1002-1012 - [i30]Aqeel Anwar, Arijit Raychowdhury:
Multi-Task Federated Reinforcement Learning with Adversaries. CoRR abs/2103.06473 (2021) - [i29]Zishen Wan, Yuyang Zhang, Arijit Raychowdhury, Bo Yu, Yanjun Zhang, Shaoshan Liu:
An Energy-Efficient Quad-Camera Visual System for Autonomous Machines on FPGA Platform. CoRR abs/2104.00192 (2021) - [i28]Tian Gao, Zishen Wan, Yuyang Zhang, Bo Yu, Yanjun Zhang, Shaoshan Liu, Arijit Raychowdhury:
iELAS: An ELAS-Based Energy-Efficient Accelerator for Real-Time Stereo Matching on FPGA Platform. CoRR abs/2104.05112 (2021) - [i27]Yu-Shun Hsiao, Zishen Wan, Tianyu Jia, Radhika Ghosal, Arijit Raychowdhury, David Brooks, Gu-Yeon Wei, Vijay Janapa Reddi:
MAVFI: An End-to-End Fault Analysis Framework with Anomaly Detection and Recovery for Micro Aerial Vehicles. CoRR abs/2105.12882 (2021) - [i26]Adarsh Kumar Kosta, Malik Aqeel Anwar, Priyadarshini Panda, Arijit Raychowdhury, Kaushik Roy:
RAPID-RL: A Reconfigurable Architecture with Preemptive-Exits for Efficient Deep-Reinforcement Learning. CoRR abs/2109.08231 (2021) - [i25]Zishen Wan, Aqeel Anwar, Yu-Shun Hsiao, Tianyu Jia, Vijay Janapa Reddi, Arijit Raychowdhury:
Analyzing and Improving Fault Tolerance of Learning-Based Navigation Systems. CoRR abs/2111.04957 (2021) - 2020
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