Taha Shahroodi

46 papers A* 9A 4C 2Journal 26Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BCIM: Efficient Implementation of Binary Neural Network Based on Computation in Memory. IEEE Trans. Emerg. Top. Comput. Mahdi Zahedi, Taha Shahroodi, Carlos Escuin, Georgi Gaydadjiev, Stephan Wong, Said Hamdioui
2025	J	`jnl`	Harmonia: A Multi-Agent Reinforcement Learning Approach to Data Placement and Migration in Hybrid Storage Systems. CoRR Rakesh Nadig, Vamanan Arulchelvan, Rahul Bera, Taha Shahroodi, Gagandeep Singh, Mohammad Sadrosadati, Jisung Park, Onur Mutlu
2024	C	`conf`	AFSRAM-CIM: Adder Free SRAM-Based Digital Computation-in-Memory for BNN. VLSI-SoC Asmae El Arrassi, Mohammad Amin Yaldagard, Xingjian Tao, Taha Shahroodi, Fouwad Jamil Mir, Yashvardhan Biyani, Manil Dev Gomony, Anteneh Gebregiorgis, Rajiv V. Joshi, Said Hamdioui
2024	J	`jnl`	ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-efficient Genome Analysis. ACM Trans. Archit. Code Optim. Can Firtina, Kamlesh R. Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie S. Kim, Taha Shahroodi, Meryem Banu Cavlak, Joël Lindegger, Mohammed Alser, Juan Gómez-Luna, Sreenivas Subramoney, Onur Mutlu
2024	—	`—`	Computation-in-Memory for Modern Applications using Emerging Technologies. Taha Shahroodi
2024	J	`jnl`	Efficient Memory Layout for Pre-Alignment Filtering of Long DNA Reads Using Racetrack Memory. IEEE Comput. Archit. Lett. Asif Ali Khan, Fazal Hameed, Taha Shahroodi, Alex K. Jones, Jerónimo Castrillón
2024	A	`conf`	High-Performance Data Mapping for BNNs on PCM-Based Integrated Photonics. DATE Taha Shahroodi, Raphael Cardoso, Stephan Wong, Alberto Bosio, Ian O'Connor, Said Hamdioui
2024	J	`jnl`	High-Performance Data Mapping for BNNs on PCM-based Integrated Photonics. CoRR Taha Shahroodi, Raphael Cardoso, Stephan Wong, Alberto Bosio, Ian O'Connor, Said Hamdioui
2024	J	`jnl`	Rethinking the Producer-Consumer Relationship in Modern DRAM-Based Systems. IEEE Access Minesh Patel, Taha Shahroodi, Aditya Manglik, Abdullah Giray Yaglikçi, Ataberk Olgun, Haocong Luo, Onur Mutlu
2024	J	`jnl`	Rethinking the Producer-Consumer Relationship in Modern DRAM-Based Systems. CoRR Minesh Patel, Taha Shahroodi, Aditya Manglik, Abdullah Giray Yaglikçi, Ataberk Olgun, Haocong Luo, Onur Mutlu
2023	—	`conf`	A Case for Genome Analysis Where Genomes Reside. SAMOS Taha Shahroodi, Stephan Wong, Said Hamdioui
2023	J	`jnl`	An In-Memory Architecture for High-Performance Long-Read Pre-Alignment Filtering. CoRR Taha Shahroodi, Michael Miao, Joël Lindegger, Stephan Wong, Onur Mutlu, Said Hamdioui
2023	J	`jnl`	Efficient Signed Arithmetic Multiplication on Memristor-Based Crossbar. IEEE Access Mahdi Zahedi, Taha Shahroodi, Stephan Wong, Said Hamdioui
2023	A	`conf`	Lightspeed Binary Neural Networks using Optical Phase-Change Materials. DATE Taha Shahroodi, Raphael Cardoso, Mahdi Zahedi, Stephan Wong, Alberto Bosio, Ian O'Connor, Said Hamdioui
2023	—	`conf`	RattlesnakeJake: A Fast and Accurate Pre-alignment Filter Suitable for Computation-in-Memory. SAMOS Taha Shahroodi, Michael Miao, Mahdi Zahedi, Stephan Wong, Said Hamdioui
2023	—	`conf`	SieveMem: A Computation-in-Memory Architecture for Fast and Accurate Pre-Alignment. ASAP Taha Shahroodi, Michael Miao, Mahdi Zahedi, Stephan Wong, Said Hamdioui
2023	A	`conf`	SparseMEM: Energy-efficient Design for In-memory Sparse-based Graph Processing. DATE Mahdi Zahedi, Geert Custers, Taha Shahroodi, Georgi Gaydadjiev, Stephan Wong, Said Hamdioui
2023	A*	`conf`	Swordfish: A Framework for Evaluating Deep Neural Network-based Basecalling using Computation-In-Memory with Non-Ideal Memristors. MICRO Taha Shahroodi, Gagandeep Singh, Mahdi Zahedi, Haiyu Mao, Joël Lindegger, Can Firtina, Stephan Wong, Onur Mutlu, Said Hamdioui
2023	J	`jnl`	Swordfish: A Framework for Evaluating Deep Neural Network-based Basecalling using Computation-In-Memory with Non-Ideal Memristors. CoRR Taha Shahroodi, Gagandeep Singh, Mahdi Zahedi, Haiyu Mao, Joël Lindegger, Can Firtina, Stephan Wong, Onur Mutlu, Said Hamdioui
2022	J	`jnl`	A Case for Transparent Reliability in DRAM Systems. CoRR Minesh Patel, Taha Shahroodi, Aditya Manglik, Abdullah Giray Yaglikçi, Ataberk Olgun, Haocong Luo, Onur Mutlu
2022	J	`jnl`	ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome Analysis. CoRR Can Firtina, Kamlesh R. Pillai, Gurpreet S. Kalsi, Bharathwaj Suresh, Damla Senol Cali, Jeremie S. Kim, Taha Shahroodi, Meryem Banu Cavlak, Joël Lindegger, Mohammed Alser, Juan Gómez-Luna, Sreenivas Subramoney, Onur Mutlu
2022	J	`jnl`	BCIM: Efficient Implementation of Binary Neural Network Based on Computation in Memory. CoRR Mahdi Zahedi, Taha Shahroodi, Stephan Wong, Said Hamdioui
2022	—	`conf`	CIM-based Robust Logic Accelerator using 28 nm STT-MRAM Characterization Chip Tape-out. AICAS Abhairaj Singh, Mahdi Zahedi, Taha Shahroodi, Mohit Gupta, Anteneh Gebregiorgis, Manu Komalan, Rajiv V. Joshi, Francky Catthoor, Rajendra Bishnoi, Said Hamdioui
2022	J	`jnl`	Demeter: A Fast and Energy-Efficient Food Profiler Using Hyperdimensional Computing in Memory. IEEE Access Taha Shahroodi, Mahdi Zahedi, Can Firtina, Mohammed Alser, Stephan Wong, Onur Mutlu, Said Hamdioui
2022	J	`jnl`	Demeter: A Fast and Energy-Efficient Food Profiler using Hyperdimensional Computing in Memory. CoRR Taha Shahroodi, Mahdi Zahedi, Can Firtina, Mohammed Alser, Stephan Wong, Onur Mutlu, Said Hamdioui
2022	A	`conf`	KrakenOnMem: a memristor-augmented HW/SW framework for taxonomic profiling. ICS Taha Shahroodi, Mahdi Zahedi, Abhairaj Singh, Stephan Wong, Said Hamdioui
2022	C	`conf`	System Design for Computation-in-Memory: From Primitive to Complex Functions. VLSI-SoC Mahdi Zahedi, Taha Shahroodi, Geert Custers, Abhairaj Singh, Stephan Wong, Said Hamdioui
2022	A*	`conf`	pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables. MICRO João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2021	A*	`conf`	BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows. HPCA Abdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa, Hasan Hassan, Jisung Park, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu
2021	J	`jnl`	BlockHammer: Preventing RowHammer at Low Cost by Blacklisting Rapidly-Accessed DRAM Rows. CoRR Abdullah Giray Yaglikçi, Minesh Patel, Jeremie S. Kim, Roknoddin Azizi, Ataberk Olgun, Lois Orosa, Hasan Hassan, Jisung Park, Konstantinos Kanellopoulos, Taha Shahroodi, Saugata Ghose, Onur Mutlu
2021	J	`jnl`	BurstLink: Techniques for Energy-Efficient Conventional and Virtual Reality Video Display. CoRR Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu
2021	A*	`conf`	BurstLink: Techniques for Energy-Efficient Video Display for Conventional and Virtual Reality Systems. MICRO Jawad Haj-Yahya, Jisung Park, Rahul Bera, Juan Gómez-Luna, Efraim Rotem, Taha Shahroodi, Jeremie S. Kim, Onur Mutlu
2021	A*	`conf`	Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning. MICRO Rahul Bera, Konstantinos Kanellopoulos, Anant Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu
2021	J	`jnl`	Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning. CoRR Rahul Bera, Konstantinos Kanellopoulos, Anant V. Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu
2021	J	`jnl`	SneakySnake: a fast and accurate universal genome pre-alignment filter for CPUs, GPUs and FPGAs. Bioinform. Mohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu
2021	J	`jnl`	pLUTo: In-DRAM Lookup Tables to Enable Massively Parallel General-Purpose Computation. CoRR João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2020	A*	`conf`	Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention Characteristics. MICRO Minesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu
2020	J	`jnl`	Bit-Exact ECC Recovery (BEER): Determining DRAM On-Die ECC Functions by Exploiting DRAM Data Retention Characteristics. CoRR Minesh Patel, Jeremie S. Kim, Taha Shahroodi, Hasan Hassan, Onur Mutlu
2020	A*	`conf`	CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off. ISCA Haocong Luo, Taha Shahroodi, Hasan Hassan, Minesh Patel, Abdullah Giray Yaglikçi, Lois Orosa, Jisung Park, Onur Mutlu
2020	J	`jnl`	CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off. CoRR Haocong Luo, Taha Shahroodi, Hasan Hassan, Minesh Patel, Abdullah Giray Yaglikçi, Lois Orosa, Jisung Park, Onur Mutlu
2019	A*	`conf`	EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM. MICRO Skanda Koppula, Lois Orosa, Abdullah Giray Yaglikçi, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu
2019	J	`jnl`	EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM. CoRR Skanda Koppula, Lois Orosa, Abdullah Giray Yaglikçi, Roknoddin Azizi, Taha Shahroodi, Konstantinos Kanellopoulos, Onur Mutlu
2019	J	`jnl`	Low-Latency Double Point Multiplication Architecture Using Differential Addition Chain Over $GF(2^m)$. IEEE Trans. Circuits Syst. I Regul. Pap. Taha Shahroodi, Siavash Bayat Sarmadi, Hatameh Mosanaei-Boorani
2019	A*	`conf`	SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations. MICRO Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2019	J	`jnl`	SMASH: Co-designing Software Compression and Hardware-Accelerated Indexing for Efficient Sparse Matrix Operations. CoRR Konstantinos Kanellopoulos, Nandita Vijaykumar, Christina Giannoula, Roknoddin Azizi, Skanda Koppula, Nika Mansouri-Ghiasi, Taha Shahroodi, Juan Gómez-Luna, Onur Mutlu
2019	J	`jnl`	SneakySnake: A Fast and Accurate Universal Genome Pre-Alignment Filter for CPUs, GPUs, and FPGAs. CoRR Mohammed Alser, Taha Shahroodi, Juan Gómez-Luna, Can Alkan, Onur Mutlu