Morteza Hosseini

According to our database, Morteza Hosseini authored at least 24 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

2022 roadmap on neuromorphic computing and engineering.

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds

Neuromorph. Comput. Eng., 2022

Automatic Detection of Respiratory Symptoms Using a Low-Power Multi-Input CNN Processor.

Arnab Neelim Mazumder, Haoran Ren, Hasib-Al Rashid, Morteza Hosseini, Vandana Chandrareddy, Houman Homayoun, Tinoosh Mohsenin

IEEE Des. Test, 2022

2021

An Improved Energy-Aware Routing Protocol Using Multiobjective Particular Swarm Optimization Algorithm.

Zhihao Peng, Mehdi Sajedi Jabloo, Yahya Dorostkar Navaei, Morteza Hosseini, Rozita Jamili Oskouei, Poria Pirozmand, Seyed Saeid Mirkamali

Wirel. Commun. Mob. Comput., 2021

Cyclic Sparsely Connected Architectures for Compact Deep Convolutional Neural Networks.

Morteza Hosseini, Nitheesh Kumar Manjunath, Bharat Prakash, Arnab Neelim Mazumder, Vandana Chandrareddy, Houman Homayoun, Tinoosh Mohsenin

IEEE Trans. Very Large Scale Integr. Syst., 2021

An Energy Efficient EdgeAI Autoencoder Accelerator for Reinforcement Learning.

Nitheesh Kumar Manjunath, Aidin Shiri, Morteza Hosseini, Bharat Prakash, Nicholas R. Waytowich, Tinoosh Mohsenin

IEEE Open J. Circuits Syst., 2021

Binary Precision Neural Network Manycore Accelerator.

Morteza Hosseini, Tinoosh Mohsenin

ACM J. Emerg. Technol. Comput. Syst., 2021

QS-NAS: Optimally Quantized Scaled Architecture Search to Enable Efficient On-Device Micro-AI.

Morteza Hosseini, Tinoosh Mohsenin

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

The chemical space of terpenes: insights from data science and AI.

Morteza Hosseini, David M. Pereira

CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.

Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds

CoRR, 2021

2020

Neural Networks for Pulmonary Disease Diagnosis using Auditory and Demographic Information.

Morteza Hosseini, Haoran Ren, Hasib-Al Rashid, Arnab Neelim Mazumder, Bharat Prakash, Tinoosh Mohsenin

CoRR, 2020

CSCMAC - Cyclic Sparsely Connected Neural Network Manycore Accelerator.

Hirenkumar Paneliya, Morteza Hosseini, Avesta Sasan, Houman Homayoun, Tinoosh Mohsenin

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

A Low-Power LSTM Processor for Multi-Channel Brain EEG Artifact Detection.

Hasib-Al Rashid, Nitheesh Kumar Manjunath, Hirenkumar Paneliya, Morteza Hosseini, W. David Hairston, Tinoosh Mohsenin

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

2019

Minimizing Classification Energy of Binarized Neural Network Inference for Wearable Devices.

Morteza Hosseini, Hirenkumar Paneliya, Utteja Kallakuri, Mohit Khatwani, Tinoosh Mohsenin

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

A Probabilistic Method to Find and Visualize Distinct Regions in Protein Sequences.

Morteza Hosseini, Diogo Pratas, Armando J. Pinho

Proceedings of the 27th European Signal Processing Conference, 2019

On the Complexity Reduction of Dense Layers from O(N2) to O(NlogN) with Cyclic Sparsely Connected Layers.

Morteza Hosseini, Mark Horton, Hiren Paneliya, Utteja Kallakuri, Houman Homayoun, Tinoosh Mohsenin

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

MPT: Multiple Parallel Tempering for High-Throughput MCMC Samplers.

Morteza Hosseini, Rashidul Islam, Lahir Marni, Tinoosh Mohsenin

Proceedings of the 31st IEEE International System-on-Chip Conference, 2018

A Scalable and Low Power DCNN for Multimodal Data Classification.

Ali Jafari, Morteza Hosseini, Houman Homayoun, Tinoosh Mohsenin

Proceedings of the 2018 International Conference on ReConFigurable Computing and FPGAs, 2018

A Real-Time Wearable FPGA-based Seizure Detection Processor Using MCMC.

Lahir Marni, Morteza Hosseini, Jennifer Hopp, Pedram Mohseni, Tinoosh Mohsenin

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

MC3A: Markov Chain Monte Carlo ManyCore Accelerator.

Lahir Marni, Morteza Hosseini, Tinoosh Mohsenin

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

BiNMAC: Binarized neural Network Manycore ACcelerator.

Ali Jafari, Morteza Hosseini, Adwaya Kulkarni, Chintan Patel, Tinoosh Mohsenin

Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

Energy Efficient Convolutional Neural Networks for EEG Artifact Detection.

Mohit Khatwani, Morteza Hosseini, Hirenkumar Paneliya, Tinoosh Mohsenin, W. David Hairston, Nicholas R. Waytowich

Proceedings of the 2018 IEEE Biomedical Circuits and Systems Conference, 2018

2017

A Scalable FPGA-Based Accelerator for High-Throughput MCMC Algorithms.

Morteza Hosseini, Rashidul Islam, Amey M. Kulkarni, Tinoosh Mohsenin

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017

2015

An Apta-Biosensor for Colon Cancer Diagnostics.

Mojgan Ahmadzadeh-Raji, Ghasem Amoabediny, Parviz Tajik, Morteza Hosseini, Ebrahim Ghafar-Zadeh

Sensors, 2015

2011

A multi-bit error tolerant register file for a high reliable embedded processor.

Siamak Esmaeeli, Morteza Hosseini, Bijan Vosoughi Vahdat, Bizhan Rashidian

Proceedings of the 18th IEEE International Conference on Electronics, Circuits and Systems, 2011