Ashwin Sanjay Lele

33 papers A* 2B 2C 4Journal 14Unranked 11
YearRankTypeTitle / Venue / Authors
2026 — conf
30.5 A 16nm 72kb 120.5TFLOPS/W Versatile-Format Dual-Representation Gain-Cell CIM Macro for General Purpose AI Tasks.
ISSCC
Jen-Chun Tien, Win-San Khwa, Le-Jung Hsieh, Tsung-Han Lou, Jyun-Cheng Bai, Yu-Sheng Kao, Ting-Hao Hsu, Mai Tseng, Hung-Hsi Hsu, Yao-Kai Yeh, De-Qi You, Ashwin Sanjay Lele, Brian Crafton, Bo Zhang, Ping-Sheng Wu, Ya-Tang Yang, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Meng-Fan Chang
2026 J jnl
A Microscaling Multi-Mode Gain-Cell Computing-in-Memory Macro for Advanced AI Edge Device.
IEEE J. Solid State Circuits
Jen-Chun Tien, Ping-Chun Wu, Win-San Khwa, Ashwin Sanjay Lele, Jian-Wei Su, Chiao-Yen Cheng, Jun-Ming Hsu, Yu-Chen Chen, Le-Jung Hsieh, Jyun-Cheng Bai, Yu-Sheng Kao, Tsung-Han Lou, Jui-Jen Wu, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Meng-Fan Chang
2026 J jnl
SATA: Sparsity-Aware Scheduling for Selective Token Attention.
CoRR
Zhenkun Fan, Zishen Wan, Che-Kai Liu, Ashwin Sanjay Lele, Win-San Khwa, Bo Zhang, Meng-Fan Chang, Arijit Raychowdhury
2025 — conf
14.2 A 16nm 216kb, 188.4TOPS/W and 133.5TFLOPS/W Microscaling Multi-Mode Gain-Cell CIM Macro Edge-AI Devices.
ISSCC
Win-San Khwa, Ping-Chun Wu, Jian-Wei Su, Chiao-Yen Cheng, Jun-Ming Hsu, Yu-Chen Chen, Le-Jung Hsieh, Jyun-Cheng Bai, Yu-Sheng Kao, Tsung-Han Lou, Ashwin Sanjay Lele, Jui-Jen Wu, Jen-Chun Tien, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Meng-Fan Chang
2025 J jnl
A 22 nm Floating-Point ReRAM Compute-in-Memory Macro Using Residue-Shared ADC for AI Edge Device.
IEEE J. Solid State Circuits
Hung-Hsi Hsu, Tai-Hao Wen, Win-San Khwa, Wei-Hsing Huang, Zhao-En Ke, Yu-Hsiang Chin, Hua-Jin Wen, Yu-Chen Chang, Wei-Ting Hsu, Ashwin Sanjay Lele, Bo Zhang, Ping-Sheng Wu, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Shih-Hsih Teng, Chung-Cheng Chou, Yu-Der Chih, Tsung-Yung Jonathan Chang, Meng-Fan Chang
2025 J jnl
An Edge Accelerator With 5 MB of 0.256-pJ/bit Embedded RRAM and a Localization Solver for Bristle Robot Surveillance.
IEEE J. Solid State Circuits
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
2025 J jnl
FAVbot: An Autonomous Target Tracking Micro-Robot with Frequency Actuation Control.
CoRR
Zhijian Hao, Ashwin Sanjay Lele, Yan Fang, Arijit Raychowdhury, Azadeh Ansari
2025 A* conf
Finding the Pareto Frontier of Low-Precision Data Formats and MAC Architecture for LLM Inference.
DAC
Brian Crafton, Xiaochen Peng, Xiaoyu Sun, Ashwin Sanjay Lele, Bo Zhang, Win-San Khwa, Kerem Akarvardar
2024 — conf
30.1 A 40nm VLIW Edge Accelerator with 5MB of 0.256pJ/b RRAM and a Localization Solver for Bristle Robot Surveillance.
ISSCC
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
2024 J jnl
A 22 nm 10.03-237.99 TOPS/W Time-Digital-Hybrid SRAM Compute-in-Memory AI Accelerator for GNN Edge Device Applications.
IEEE Trans. Circuits Syst. Artif. Intell.
Chuan-Jia Jhang, Win-San Khwa, Ping-Chun Wu, Ashwin Sanjay Lele, Ping-Sheng Wu, Chao-En Ke, Ting-Chien Chiu, Yu-Cheng Hung, Wei-Ting Hsu, Jun-Ming Hsu, Chiao-Yen Cheng, Yu-Chen Chen, Jui-Jen Wu, Meng-Fan Chang
2024 J jnl
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
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
2023 — conf
A 2.38 MCells/mm
VLSI Technology and Circuits
Samuel D. Spetalnick, Muya Chang, Shota Konno, Brian Crafton, Ashwin Sanjay Lele, Win-San Khwa, Yu-Der Chih, Meng-Fan Chang, Arijit Raychowdhury
2023 — conf
A 73.53TOPS/W 14.74TOPS Heterogeneous RRAM In-Memory and SRAM Near-Memory SoC for Hybrid Frame and Event-Based Target Tracking.
ISSCC
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
2023 C conf
Live Demonstration: Hybrid RRAM and SRAM SoC for Fused Frame and Event Target Tracking.
ISCAS
Ashwin Sanjay Lele, Muya Chang, Samuel Spetalnick, Yan Fang, Brian Crafton, Shota Konno, Arijit Raychowdhury
2023 A* conf
Neuromorphic Swarm on RRAM Compute-in-Memory Processor for Solving QUBO Problem.
DAC
Ashwin Sanjay Lele, Muya Chang, Samuel D. Spetalnick, Brian Crafton, Arijit Raychowdhury, Yan Fang
2022 J jnl
An End-to-End Spiking Neural Network Platform for Edge Robotics: From Event-Cameras to Central Pattern Generation.
IEEE Trans. Cogn. Dev. Syst.
Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury
2022 J jnl
Circuit and System Technologies for Energy-Efficient Edge Robotics.
CoRR
Zishen Wan, Ashwin Sanjay Lele, Arijit Raychowdhury
2022 — conf
Circuit and System Technologies for Energy-Efficient Edge Robotics: (Invited Paper).
ASP-DAC
Zishen Wan, Ashwin Sanjay Lele, Arijit Raychowdhury
2022 — conf
Disrupting Low-Write-Energy vs. Fast-Read Dilemma in RRAM to Enable L1 Instruction Cache.
VDAT
Ashwin Sanjay Lele, Srivatsava Jandhyala, Saurabh Gangurde, Virendra Singh, Sreenivas Subramoney, Udayan Ganguly
2022 C conf
Fusing Frame and Event Vision for High-speed Optical Flow for Edge Application.
ISCAS
Ashwin Sanjay Lele, Arijit Raychowdhury
2022 J jnl
Fusing Frame and Event Vision for High-speed Optical Flow for Edge Application.
CoRR
Ashwin Sanjay Lele, Arijit Raychowdhury
2022 — conf
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities.
AICAS
Zishen Wan, Ashwin Sanjay Lele, Bo Yu, Shaoshan Liu, Yu Wang, Vijay Janapa Reddi, Cong Hao, Arijit Raychowdhury
2022 J jnl
Robotic Computing on FPGAs: Current Progress, Research Challenges, and Opportunities.
CoRR
Zishen Wan, Ashwin Sanjay Lele, Bo Yu, Shaoshan Liu, Yu Wang, Vijay Janapa Reddi, Cong Hao, Arijit Raychowdhury
2022 — conf
Solving Quadratic Unconstrained Binary Optimization with Collaborative Spiking Neural Networks.
ICRC
Yan Fang, Ashwin Sanjay Lele
2020 B conf
Bio-inspired Gait Imitation of Hexapod Robot Using Event-Based Vision Sensor and Spiking Neural Network.
IJCNN
Justin Ting, Yan Fang, Ashwin Sanjay Lele, Arijit Raychowdhury
2020 J jnl
Bio-inspired Gait Imitation of Hexapod Robot Using Event-Based Vision Sensor and Spiking Neural Network.
CoRR
Justin Ting, Yan Fang, Ashwin Sanjay Lele, Arijit Raychowdhury
2020 C conf
Circuit Cost Reduction for Online STDP using NIPIN Selector as Timekeeping Device in RRAM Synapse.
ISCAS
Ashwin Sanjay Lele, Anand Naik, Lakshya Bandhu, Bhaskar Das, Udayan Ganguly
2020 J jnl
Learning to Walk: Bio-Mimetic Hexapod Locomotion via Reinforcement-Based Spiking Central Pattern Generation.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury
2020 — conf
Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation.
AICAS
Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury
2020 J jnl
Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation.
CoRR
Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury
2020 C conf
Online Reward-Based Training of Spiking Central Pattern Generator for Hexapod Locomotion.
VLSI-SOC
Ashwin Sanjay Lele, Yan Fang, Justin Ting, Arijit Raychowdhury
2017 — conf
Melodic shape stylization for robust and efficient motif detection in Hindustani vocal music.
NCC
Kaustuv Kanti Ganguli, Ashwin Sanjay Lele, Saurabh Pinjani, Preeti Rao, Ajay Srinivasamurthy, Sankalp Gulati
2013 B conf
Relational algorithms for multi-bulk-synchronous processors.
PPoPP
Gregory Frederick Diamos, Haicheng Wu, Jin Wang, Ashwin Sanjay Lele, Sudhakar Yalamanchili