Akash Kumar

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 209

Top Venues

Publications

Neha Ashar, Gopal Raut, Vasundhara Trivedi, Santosh Kumar Vishvakarma, Akash Kumar
QuantMAC: Enhancing Hardware Performance in DNNs With Quantize Enabled Multiply-Accumulate Unit. IEEE Access 12 (2024)
Vikash Kumar, Behnaz Ranjbar, Akash Kumar
Utilizing Machine Learning Techniques for Worst-Case Execution Time Estimation on GPU Architectures. IEEE Access 12 (2024)
Nima Kavand, Armin Darjani, Giulio Galderisi, Jens Trommer, Thomas Mikolajick, Akash Kumar
REDCAP: Reconfigurable RFET-Based Circuits Against Power Side-Channel Attacks. DATE (2024)
Max Sponner, Bernd Waschneck, Akash Kumar
Adapting Neural Networks at Runtime: Current Trends in At-Runtime Optimizations for Deep Learning. ACM Comput. Surv. 56 (10) (2024)
Vikash Kumar, Behnaz Ranjbar, Akash Kumar
Motivating the Use of Machine-Learning for Improving Timing Behaviour of Embedded Mixed-Criticality Systems. DATE (2024)
Siva Satyendra Sahoo, Salim Ullah, Soumyo Bhattacharjee, Akash Kumar
AxOCS: Scaling FPGA-Based Approximate Operators Using Configuration Supersampling. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (6) (2024)
Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar
Thwarting GNN-Based Attacks Against Logic Locking. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Diana Göhringer, Georgios Keramidas, Akash Kumar
Introduction to the FPL 2021 Special Section. ACM Trans. Reconfigurable Technol. Syst. 17 (1) (2024)
Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Efficient Post-Training Augmentation for Adaptive Inference in Heterogeneous and Distributed IoT Environments. CoRR (2024)
Vikash Kumar, Behnaz Ranjbar, Akash Kumar
ESOMICS: ML-Based Timing Behavior Analysis for Efficient Mixed-Criticality System Design. IEEE Access 12 (2024)
Armin Darjani, Nima Kavand, Akash Kumar
Flip-Lock: A Flip-Flop-Based Logic Locking Technique for Thwarting ML-based and Algorithmic Structural Attacks. ACM Great Lakes Symposium on VLSI (2024)
Siva Satyendra Sahoo, Salim Ullah, Akash Kumar
: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. ACM Trans. Reconfigurable Technol. Syst. 17 (2) (2024)
Niladri Bhattacharjee, Viktor Havel, Suruchi Kumari, Nima Kavand, Jorge Navarro Quijada, Akash Kumar, Thomas Mikolajick, Jens Trommer
Dynamic Reconfigurable Security Cells Based on Emerging Devices Integrable in FDSOI Technology. DATE (2024)
Max Sponner, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Temporal Decisions: Leveraging Temporal Correlation for Efficient Decisions in Early Exit Neural Networks. CoRR (2024)
Elias Trommer, Bernd Waschneck, Akash Kumar
High-Throughput Approximate Multiplication Models in PyTorch. DDECS (2023)
Rohit Agrawal, Kapil Ahuja, Dhaarna Maheshwari, Mohd Ubaid Shaikh, Mohamed Bouaziz, Akash Kumar
Parallel FPGA Routers With Lagrange Relaxation. IEEE Access 11 (2023)
Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar
Design of Energy-Efficient RFET-Based Exact and Approximate 4:2 Compressors and Multipliers. IEEE Trans. Circuits Syst. II Express Briefs 70 (9) (2023)
Mehdi Moghaddamfar, Christian Färber, Wolfgang Lehner, Akash Kumar
KeRRaS: Sort-Based Database Query Processing on Wide Tables Using FPGAs. DaMoN (2023)
Rohit Ranjan, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar
SyFAxO-GeN: Synthesizing FPGA-Based Approximate Operators with Generative Networks. ASP-DAC (2023)
Steffen Märcker, Michael Raitza, Shubham Rai, Giulio Galderisi, Thomas Mikolajick, Jens Trommer, Akash Kumar
Formal Analysis of Camouflaged Reconfigurable Circuits. NEWCAS (2023)
Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar
Motivating Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. DATE (2023)
Zahra Ebrahimi, Muhammad Zaid, Mark Wijtvliet, Akash Kumar
RAPID: Approximate Pipelined Soft Multipliers and Dividers for High Throughput and Energy Efficiency. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (3) (2023)
Siva Satyendra Sahoo, Salim Ullah, Akash Kumar
: A Tree Search Approach to Synthesizing FPGA-based Approximate Operators. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Aviral Shrivastava, Jian-Jia Chen, Akash Kumar, Anup Das
ACM TECS Special Issue on Embedded System Security Tutorials. ACM Trans. Embed. Comput. Syst. 22 (3) (2023)
Siva Satyendra Sahoo, Salim Ullah, Akash Kumar
AxOMaP: Designing FPGA-based Approximate Arithmetic Operators using Mathematical Programming. CoRR (2023)
Behnaz Ranjbar, Ali Hosseinghorban, Akash Kumar
ADAPTIVE: Agent-Based Learning for Bounding Time in Mixed-Criticality Systems. DAC (2023)
Siva Satyendra Sahoo, Salim Ullah, Soumyo Bhattacharjee, Akash Kumar
AxOCS: Scaling FPGA-based Approximate Operators using Configuration Supersampling. CoRR (2023)
Raghul Saravanan, Sathwika Bavikadi, Shubham Rai, Akash Kumar, Sai Manoj Pudukotai Dinakarrao
Reconfigurable FET Approximate Computing-based Accelerator for Deep Learning Applications. ISCAS (2023)
Max Sponner, Julius Ott, Lorenzo Servadei, Bernd Waschneck, Robert Wille, Akash Kumar
Temporal Patience: Efficient Adaptive Deep Learning for Embedded Radar Data Processing. CoRR (2023)
Nima Kavand, Armin Darjani, Jens Trommer, Giulio Galderisi, Thomas Mikolajick, Nicolai Müller, Amir Moradi, Chongzhou Fang, Ning Miao, Han Wang, Sai Manoj P. D., Houman Homayoun, Benjamin Hettwer, Luca Parrini, Akash Kumar
Special Session: Mitigating Side-Channel Attacks Through Circuit to Application Layer Approaches. CODES+ISSS (2023)
Mahsa Mousavi, Hamid Reza Pourshaghaghi, Akash Kumar, Henk Corporaal
MTTR reduction of FPGA scrubbing: Exploring SEU sensitivity. Microprocess. Microsystems 101 (2023)
Salim Ullah, Siva Satyendra Sahoo, Akash Kumar
CoOAx: Correlation-aware Synthesis of FPGA-based Approximate Operators. ACM Great Lakes Symposium on VLSI (2023)
Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar
NetPU-M: a Generic Reconfigurable Neural Network Accelerator Architecture for MLPs. IPDPS Workshops (2023)
Seetal Potluri, Shamik Kundu, Akash Kumar, Kanad Basu, Aydin Aysu
SeqL+: Secure Scan-Obfuscation With Theoretical and Empirical Validation. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (5) (2023)
Behnaz Ranjbar, Florian Klemme, Paul R. Genssler, Hussam Amrouch, Jinhyo Jung, Shail Dave, Hwisoo So, Kyongwoo Lee, Aviral Shrivastava, Ji-Yung Lin, Pieter Weckx, Subrat Mishra, Francky Catthoor, Dwaipayan Biswas, Akash Kumar
Learning-Oriented Reliability Improvement of Computing Systems From Transistor to Application Level. DATE (2023)
Armin Darjani, Nima Kavand, Shubham Rai, Akash Kumar
Discerning Limitations of GNN-based Attacks on Logic Locking. DAC (2023)
Shubham Rai, Alessandro Tempia Calvino, Heinz Riener, Giovanni De Micheli, Akash Kumar
Utilizing XMG-Based Synthesis to Preserve Self-Duality for RFET-Based Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (3) (2023)
Mehdi Moghaddamfar, Norman May, Christian Färber, Wolfgang Lehner, Akash Kumar
A Study of Early Aggregation in Database Query Processing on FPGAs. FPGA (2023)
Yuankang Zhao, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar
NvMISC: Toward an FPGA-Based Emulation Platform for RISC-V and Nonvolatile Memories. IEEE Embed. Syst. Lett. 15 (4) (2023)
Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar
High-Flexibility Designs of Quantized Runtime Reconfigurable Multi-Precision Multipliers. IEEE Embed. Syst. Lett. 15 (4) (2023)
Michael Raitza, Steffen Märcker, Shubham Rai, Akash Kumar
Exploring Standard-Cell Designs for Reconfigurable Nanotechnologies: A Formal Approach. DATE (2022)
Mehdi Moghaddamfar, Christian Färber, Norman May, Wolfgang Lehner, Akash Kumar
FPGA-Based Database Query Processing on Arbitrarily Wide Tables. FCCM (2022)
Nishant Gupta, Mohil Sandip Desai, Mark Wijtvliet, Shubham Rai, Akash Kumar
DELTA: DEsigning a stealthy trigger mechanism for analog hardware trojans and its detection analysis. DAC (2022)
Mohammad Bawatna, Behnaz Ranjbar, Akash Kumar
A Hybrid Scheduling Mechanism for Multi-programming in Mixed-Criticality Systems. DSD (2022)
Behnaz Ranjbar, Ali Hosseinghorban, Mohammad Salehi, Alireza Ejlali, Akash Kumar
Toward the Design of Fault-Tolerance-Aware and Peak-Power-Aware Multicore Mixed-Criticality Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Salim Ullah, Siva Satyendra Sahoo, Nemath Ahmed, Debabrata Chaudhury, Akash Kumar
: Designing Application-specific Approximate Operators for FPGA-based Embedded Systems. ACM Trans. Embed. Comput. Syst. 21 (3) (2022)
Elias Trommer, Bernd Waschneck, Akash Kumar
Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. ICCAD (2022)
Yuhao Liu, Shubham Rai, Salim Ullah, Akash Kumar
NetPU: Prototyping a Generic Reconfigurable Neural Network Accelerator Architecture. FPT (2022)
Alessandro Tempia Calvino, Heinz Riener, Shubham Rai, Akash Kumar, Giovanni De Micheli
A Versatile Mapping Approach for Technology Mapping and Graph Optimization. ASP-DAC (2022)
Amritha Immaneni, Salim Ullah, Suresh Nambi, Siva Satyendra Sahoo, Akash Kumar
PosAx-O: Exploring Operator-level Approximations for Posit Arithmetic in Embedded AI/ML. DSD (2022)
Martin Thümmler, Shubham Rai, Akash Kumar
Improving Technology Mapping for And-Inverter-Cones. DATE (2022)
Negar Neda, Salim Ullah, Azam Ghanbari, Hoda Mahdiani, Mehdi Modarressi, Akash Kumar
Multi-Precision Deep Neural Network Acceleration on FPGAs. ASP-DAC (2022)
Behnaz Ranjbar, Hamidreza Alikhani, Bardia Safaei, Alireza Ejlali, Akash Kumar
Learning-Oriented QoS- and Drop-Aware Task Scheduling for Mixed-Criticality Systems. Comput. 11 (7) (2022)
Cecilia De la Parra, Taha Soliman, Andre Guntoro, Akash Kumar, Norbert Wehn
Increasing Throughput of In-Memory DNN Accelerators by Flexible Layerwise DNN Approximation. IEEE Micro 42 (6) (2022)
Zahra Ebrahimi, Muhammad Zaid, Mark Wijtvliet, Akash Kumar
RAPID: AppRoximAte Pipelined Soft Multipliers and Dividers for High-Throughput and Energy-Efficiency. CoRR (2022)
Nikhil Rangarajan, Satwik Patnaik, Mohammed Nabeel, Mohammed Ashraf, Shubham Rai, Gopal Raut, Heba Abunahla, Baker Mohammad, Santosh Kumar Vishvakarma, Akash Kumar, Johann Knechtel, Ozgur Sinanoglu
SCRAMBLE: A Secure and Configurable, Memristor-Based Neuromorphic Hardware Leveraging 3D Architecture. ISVLSI (2022)
Behnaz Ranjbar, Ali Hosseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar
BOT-MICS: Bounding Time Using Analytics in Mixed-Criticality Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Elias Trommer, Bernd Waschneck, Akash Kumar
Combining Gradients and Probabilities for Heterogeneous Approximation of Neural Networks. CoRR (2022)
Mozhgan Navardi, Behnaz Ranjbar, Nezam Rohbani, Alireza Ejlali, Akash Kumar
Peak-Power Aware Life-Time Reliability Improvement in Fault-Tolerant Mixed-Criticality Systems. IEEE Open J. Circuits Syst. 3 (2022)
Shubham Rai, Satwik Patnaik, Ansh Rupani, Johann Knechtel, Ozgur Sinanoglu, Akash Kumar
Security Promises and Vulnerabilities in Emerging Reconfigurable Nanotechnology-Based Circuits. IEEE Trans. Emerg. Top. Comput. 10 (2) (2022)
Aditya Lohana, Ansh Rupani, Shubham Rai, Akash Kumar
Efficient Privacy-Aware Federated Learning by Elimination of Downstream Redundancy. IEEE Des. Test 39 (3) (2022)
Stefano Corda, Bram Veenboer, Ahsan Javed Awan, John W. Romein, Roel Jordans, Akash Kumar, Albert-Jan Boonstra, Henk Corporaal
Reduced-Precision Acceleration of Radio-Astronomical Imaging on Reconfigurable Hardware. IEEE Access 10 (2022)
Armin Darjani, Nima Kavand, Shubham Rai, Mark Wijtvliet, Akash Kumar
ENTANGLE: An Enhanced Logic-locking Technique for Thwarting SAT and Structural Attacks. ACM Great Lakes Symposium on VLSI (2022)
Fanny Spagnolo, Salim Ullah, Pasquale Corsonello, Akash Kumar
ERMES: Efficient Racetrack Memory Emulation System based on FPGA. FPL (2022)
Mark Wijtvliet, Akash Kumar, Henk Corporaal
Blocks: Challenging SIMDs and VLIWs With a Reconfigurable Architecture. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (9) (2022)
Nima Kavand, Armin Darjani, Shubham Rai, Akash Kumar
Securing Hardware through Reconfigurable Nano-Structures. ICCAD (2022)
Zahra Ebrahimi, Dennis Klar, Mohammad Aasim Ekhtiyar, Akash Kumar
Plasticine: A Cross-layer Approximation Methodology for Multi-kernel Applications through Minimally Biased, High-throughput, and Energy-efficient SIMD Soft Multiplier-divider. ACM Trans. Design Autom. Electr. Syst. 27 (2) (2022)
Salim Ullah, Semeen Rehman, Muhammad Shafique, Akash Kumar
High-Performance Accurate and Approximate Multipliers for FPGA-Based Hardware Accelerators. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (2) (2022)
Shubham Rai, Nishant Gupta, Abhiroop Bhattacharjee, Ansh Rupani, Michael Raitza, Jens Trommer, Thomas Mikolajick, Akash Kumar
END-TRUE: Emerging Nanotechnology-Based Double-Throughput True Random Number Generator. VLSI-SoC (Selected Papers) (2021)
Siva Satyendra Sahoo, Akhil Raj Baranwal, Salim Ullah, Akash Kumar
: A Memory-oriented Optimization Approach to Reinforcement Learning on FPGA-based Embedded Systems. ACM Great Lakes Symposium on VLSI (2021)
Shubham Rai, Siddharth Garg, Christian Pilato, Vladimir Herdt, Elmira Moussavi, Dominik Sisejkovic, Ramesh Karri, Rolf Drechsler, Farhad Merchant, Akash Kumar
Vertical IP Protection of the Next-Generation Devices: Quo Vadis? DATE (2021)
Andreas Krinke, Shubham Rai, Akash Kumar, Jens Lienig
Exploring Physical Synthesis for Circuits based on Emerging Reconfigurable Nanotechnologies. ICCAD (2021)
Najdet Charaf, Christoph Tietz, Michael Raitza, Akash Kumar, Diana Göhringer
AMAH-Flex: A Modular and Highly Flexible Tool for Generating Relocatable Systems on FPGAs. FPT (2021)
Gopal Raut, Shubham Rai, Santosh Kumar Vishvakarma, Akash Kumar
RECON: Resource-Efficient CORDIC-Based Neuron Architecture. IEEE Open J. Circuits Syst. 2 (2021)
Mehdi Moghaddamfar, Christian Färber, Wolfgang Lehner, Norman May, Akash Kumar
Resource-Efficient Database Query Processing on FPGAs. DaMoN (2021)
Siva Satyendra Sahoo, Akash Kumar
Using Monte Carlo Tree Search for EDA - A Case-study with Designing Cross-layer Reliability for Heterogeneous Embedded Systems. VLSI-SoC (2021)
Cecilia De la Parra, Andre Guntoro, Akash Kumar
Efficient Accuracy Recovery in Approximate Neural Networks by Systematic Error Modelling. ASP-DAC (2021)
Ilia Polian, Frank Altmann, Tolga Arul, Christian Boit, Ralf Brederlow, Lucas Davi, Rolf Drechsler, Nan Du, Thomas Eisenbarth, Tim Güneysu, Sascha Hermann, Matthias Hiller, Rainer Leupers, Farhad Merchant, Thomas Mussenbrock, Stefan Katzenbeisser, Akash Kumar, Wolfgang Kunz, Thomas Mikolajick, Vivek Pachauri, Jean-Pierre Seifert, Frank Sill Torres, Jens Trommer
Nano Security: From Nano-Electronics to Secure Systems. DATE (2021)
Shubham Rai, Heinz Riener, Giovanni De Micheli, Akash Kumar
Preserving Self-Duality During Logic Synthesis for Emerging Reconfigurable Nanotechnologies. DATE (2021)
Siva Satyendra Sahoo, Akash Kumar, Martin Decky, Samuel Chang Bing Wong, Geoff V. Merrett, Yinyuan Zhao, Jiachen Wang, Xiaohang Wang, Amit Kumar Singh
Emergent design challenges for embedded systems and paths forward: mixed-criticality, energy, reliability and security perspectives. CODES+ISSS (2021)
Seetal Potluri, Shamik Kundu, Akash Kumar, Kanad Basu, Aydin Aysu
SeqL+: Secure Scan-Obfuscation with Theoretical and Empirical Validation. IACR Cryptol. ePrint Arch. 2021 (2021)
Salim Ullah, Siva Satyendra Sahoo, Akash Kumar
CLAppED: A Design Framework for Implementing Cross-Layer Approximation in FPGA-based Embedded Systems. DAC (2021)
Salim Ullah, Tuan Duy Anh Nguyen, Akash Kumar
Energy-Efficient Low-Latency Signed Multiplier for FPGA-Based Hardware Accelerators. IEEE Embed. Syst. Lett. 13 (2) (2021)
Suresh Nambi, Salim Ullah, Siva Satyendra Sahoo, Aditya Lohana, Farhad Merchant, Akash Kumar
ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-Based Systems. IEEE Access 9 (2021)
Behnaz Ranjbar, Ali Hoseinghorban, Siva Satyendra Sahoo, Alireza Ejlali, Akash Kumar
Improving the Timing Behaviour of Mixed-Criticality Systems Using Chebyshev's Theorem. DATE (2021)
Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal
NMPO: Near-Memory Computing Profiling and Offloading. CoRR (2021)
Cecilia De la Parra, Ahmed El-Yamany, Taha Soliman, Akash Kumar, Norbert Wehn, Andre Guntoro
Exploiting Resiliency for Kernel-Wise CNN Approximation Enabled by Adaptive Hardware Design. ISCAS (2021)
Abhiroop Bhattacharjee, Shubham Rai, Ansh Rupani, Michael Raitza, Akash Kumar
Metastability with Emerging Reconfigurable Transistors: Exploiting Ambipolarity for Throughput. VLSI-SoC (2021)
Behnaz Ranjbar, Ali Hoseinghorban, Mohammad Salehi, Alireza Ejlali, Akash Kumar
Toward the Design of Fault-Tolerance- and Peak- Power-Aware Multi-Core Mixed-Criticality Systems. CoRR (2021)
Yasasvi V. Peruvemba, Shubham Rai, Kapil Ahuja, Akash Kumar
RL-Guided Runtime-Constrained Heuristic Exploration for Logic Synthesis. ICCAD (2021)
Zahra Ebrahimi, Akash Kumar
BioCare: An Energy-Efficient CGRA for Bio-Signal Processing at the Edge. ISCAS (2021)
Shubham Rai, Walter Lau Neto, Yukio Miyasaka, Xinpei Zhang, Mingfei Yu, Qingyang Yi, Masahiro Fujita, Guilherme B. Manske, Matheus F. Pontes, Leomar S. da Rosa, Marilton S. de Aguiar, Paulo F. Butzen, Po-Chun Chien, Yu-Shan Huang, Hoa-Ren Wang, Jie-Hong R. Jiang, Jiaqi Gu, Zheng Zhao, Zixuan Jiang, David Z. Pan, Brunno A. Abreu, Isac de Souza Campos, Augusto Andre Souza Berndt, Cristina Meinhardt, Jonata T. Carvalho, Mateus Grellert, Sergio Bampi, Aditya Lohana, Akash Kumar, Wei Zeng, Azadeh Davoodi, Rasit Onur Topaloglu, Yuan Zhou, Jordan Dotzel, Yichi Zhang, Hanyu Wang, Zhiru Zhang, Valerio Tenace, Pierre-Emmanuel Gaillardon, Alan Mishchenko, Satrajit Chatterjee
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization. DATE (2021)
Shubham Rai, Pallab Nath, Ansh Rupani, Santosh Kumar Vishvakarma, Akash Kumar
A Survey of FPGA Logic Cell Designs in the Light of Emerging Technologies. IEEE Access 9 (2021)
Max Sponner, Bernd Waschneck, Akash Kumar
Compiler Toolchains for Deep Learning Workloads on Embedded Platforms. CoRR (2021)
Stefano Corda, Madhurya Kumaraswamy, Ahsan Javed Awan, Roel Jordans, Akash Kumar, Henk Corporaal
NMPO: Near-Memory Computing Profiling and Offloading. DSD (2021)
Shubham Rai, Mengyun Liu, Anteneh Gebregiorgis, Debjyoti Bhattacharjee, Krishnendu Chakrabarty, Said Hamdioui, Anupam Chattopadhyay, Jens Trommer, Akash Kumar
Perspectives on Emerging Computation-in-Memory Paradigms. DATE (2021)
Behnaz Ranjbar, Tuan D. A. Nguyen, Alireza Ejlali, Akash Kumar
Power-Aware Runtime Scheduler for Mixed-Criticality Systems on Multicore Platform. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
Siva Satyendra Sahoo, Akash Kumar
CLEO-CoDe: Exploiting Constrained Decoding for Cross-Layer Energy Optimization in Heterogeneous Embedded Systems. VLSI-SoC (2021)
Elias Trommer, Bernd Waschneck, Akash Kumar
dCSR: A Memory-Efficient Sparse Matrix Representation for Parallel Neural Network Inference. CoRR (2021)
Akhil Raj Baranwal, Salim Ullah, Siva Satyendra Sahoo, Akash Kumar
ReLAccS: A Multilevel Approach to Accelerator Design for Reinforcement Learning on FPGA-Based Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (9) (2021)

Akash Kumar.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Akash Kumar