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1
journal article
AdAM: Adaptive Approximate Multiplier for Fault Tolerance in DNN Accelerators
Taheri, Mahdi
;
Cherezova, Natalia
;
Nazari, Samira
;
Azarpeyvand, Ali
;
Ghasempouri, Tara
;
Daneshtalab, Masoud
;
Raik, Jaan
;
Jenihhin, Maksim
IEEE transactions on device and materials reliability
2024
/
p. 66-75 : ill
https://doi.org//10.1109/TDMR.2024.3523386
journal article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
2
book article EST
/
book article ENG
AdAM: adaptive fault-tolerant approximate multiplier for edge DNN accelerators
Taheri, Mahdi
;
Cherezova, Natalia
;
Nazari, Samira
;
Rafiq, Ahsan
;
Azarpeyvand, Ali
;
Ghasempouri, Tara
;
Daneshtalab, Masoud
;
Raik, Jaan
;
Jenihhin, Maksim
2024 IEEE European Test Symposium (ETS): ETS 2024 : May 20-24, 2024, The Hague, Netherlands : proceedings
2024
https://doi.org/10.1109/ETS61313.2024.10567161
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
3
book article
Challenges in using neural networks in safety-critical applications
Forsberg, H.
;
Linden, Jan
;
Hjorth, J.
;
Manefjord, T.
;
Daneshtalab, Masoud
AIAA/IEEE Digital Avionics Systems Conference - Proceedings,
2020 AIAA/IEEE 39th Digital Avionics Systems Conference (DASC), Virtual Conference, October 11-16, 2020 : Proceedings
2020
/
7 p
https://doi.org/10.1109/DASC50938.2020.9256519
book article
4
book article
Composing graph theory and deep neural networks to evaluate SEU type soft error effects
Balakrishnan, Aneesh
;
Lange, Thomas
;
Glorieux, Maximilien
;
Alexandrescu, Dan
;
Jenihhin, Maksim
9th Mediterranean Conference on Embedded Computing (MECO'2020), Budva, Montenegro, 8-11 June 2020
2020
https://doi.org/10.1109/MECO49872.2020.9134279
book article
Related publications
1
A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
5
book article EST
/
book article ENG
Data augmentation and teacher-student training for LF-MMI based robust speech recognition
Ullah, Asad
;
Alumäe, Tanel
Text, Speech, and Dialogue : 21st International Conference, TSD 2018, Brno, Czech Republic, September 11-14, 2018 : proceedings
2018
/
p. 403-410
https://doi.org/10.1007/978-3-030-00794-2_43
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
6
book article
DeepAxe : a framework for exploration of approximation and reliability trade-offs in DNN accelerators
Taheri, Mahdi
;
Riazati, Mohamad
;
Ahmadilivani, Mohammad Hasan
;
Jenihhin, Maksim
;
Daneshtalab, Masoud
;
Raik, Jaan
;
Sjödin, Mikael
;
Lisper, Björn
2023 24th International Symposium on Quality Electronic Design (ISQED)
2023
/
8 p. : ill
https://doi.org/10.1109/ISQED57927.2023.10129353
book article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
7
book article
DeepHLS: A complete toolchain for automatic synthesis of deep neural networks to FPGA
Riazati, Mohammad
;
Daneshtalab, Masoud
;
Sjodin, Mikael
;
Lisper, Bjorn
ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, November 23-25, 2020, Virtual Conference : Proceedings
2020
/
4 p
https://doi.org/10.1109/ICECS49266.2020.9294881
book article
8
book article
Exploration of Activation Fault Reliability in Quantized Systolic Array-Based DNN Accelerators
Taheri, Mahdi
;
Cherezova, Natalia
;
Ansari, Mohammad Saeed
;
Jenihhin, Maksim
;
Mahani, Ali
;
Daneshtalab, Masoud
;
Raik, Jaan
25th International Symposium on Quality Electronic Design (ISQED)
2025
/
8 p. : ill
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10528372
book article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
9
book article EST
/
book article ENG
FARMUR: fair adversarial retraining to mitigate unfairness in robustness
Mousavi, Seyed Ali
;
Mousavi, Hamid
;
Daneshtalab, Masoud
Advances in Databases and Information Systems: 27th European Conference, ADBIS 2023, Barcelona, Spain, September 4–7, 2023 : proceedings
2023
/
p. 133-145
https://doi.org/10.1007/978-3-031-42914-9_10
Conference proceedings at Scopus
Article at Scopus
book article EST
/
book article ENG
10
book article
FORTUNE: A Negative Memory Overhead Hardware-Agnostic Fault TOleRance TechniqUe in DNNs
Nazari, Samira
;
Taheri, Mahdi
;
Azarpeyvand, Ali
;
Afsharchi, Mohsen
;
Ghasempouri, Tara
;
Herglotz, Christian
;
Daneshtalab, Masoud
;
Jenihhin, Maksim
2024 IEEE 33rd Asian Test Symposium (ATS)
2024
/
p. 1-6 : ill
https://doi.org//10.1109/ATS64447.2024.10915463
book article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
11
book article
Gate-level graph representation learning : a step towards the improved stuck-at faults analysis
Balakrishnan, Aneesh
;
Alexandrescu, Dan
;
Jenihhin, Maksim
;
Lange, Thomas
;
Glorieux, Maximilien
Proceedings of the Twenty Second International Symposium on Quality Electronic Design (ISQED) : Santa Clara, USA, 7-9 April 2021
2021
/
p. 24-30
https://doi.org/10.1109/ISQED51717.2021.9424256
book article
Related publications
1
A synthetic, hierarchical approach for modelling and managing complex systems' quality and reliability = Sünteetiline, hierarhiline lähenemine keerukate süsteemide kvaliteedi ja töökindluse modelleerimiseks ja haldamiseks
12
book article
Heterogeneous Approximation of DNN HW Accelerators based on Channels Vulnerability
Cherezova, Natalia
;
Pappalardo, Salvatore
;
Taheri, Mahdi
;
Ahmadilivani, Mohammad Hasan
;
Deveautour, Bastien
;
Bosio, Alberto
;
Raik, Jaan
;
Jenihhin, Maksim
2024 IFIP/IEEE 32nd International Conference on Very Large Scale Integration (VLSI-SoC)
2024
/
4 p. : ill
https://doi.org//10.1109/VLSI-SoC62099.2024.10767798
book article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
13
book article
SAFFIRA: a Framework for Assessing the Reliability of Systolic-Array-Based DNN Accelerators
Taheri, Mahdi
;
Daneshtalab, Masoud
;
Raik, Jaan
;
Jenihhin, Maksim
;
Pappalardo, Salvatore
;
Jimenez, Paul
;
Deveautour, Bastien
;
Bosio, Alberto
2024 27th International Symposium on Design & Diagnostics of Electronic Circuits & Systems (DDECS) : 03-05 April 2024, Kielce, Poland
2024
/
p. 19–24 : ill
https://doi.org//10.1109/DDECS60919.2024.10508925
book article
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
14
book article EST
/
book article ENG
Special session : approximation and fault resiliency of DNN accelerators
Ahmadilivani, Mohammad Hasan
;
Barbareschi, Mario
;
Barone, Salvatore
;
Bosio, Alberto
;
Daneshtalab, Masoud
;
Torca, Salvatore Della
;
Gavarini, Gabriele
;
Jenihhin, Maksim
;
Raik, Jaan
;
Taheri, Mahdi
2023 IEEE 41st VLSI Test Symposium (VTS) : proceedings
2023
/
10 p. : ill
https://doi.org/10.1109/VTS56346.2023.10140043
Conference proceeding at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
15
book article EST
/
book article ENG
Special session: reliability assessment recipes for DNN accelerators
Ahmadilivani, Mohammad Hasan
;
Bosio, Alberto
;
Deveautour, Bastien
;
Dos Santos, Fernando Fernandes
;
Guerrero-Balaguera, Juan-David
;
Jenihhin, Maksim
;
Kritikakou, Angeliki
;
Sierra, Robert Limas
;
Raik, Jaan
;
Taheri, Mahdi
42nd IEEE VLSI Test Symposium, VTS 2024
2024
/
11 p. : ill
https://doi.org/10.1109/VTS60656.2024.10538707
Conference proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Related publications
1
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
16
journal article EST
/
journal article ENG
A systematic literature review on hardware reliability assessment methods for deep neural networks
Ahmadilivani, Mohammad Hasan
;
Taheri, Mahdi
;
Raik, Jaan
;
Daneshtalab, Masoud
;
Jenihhin, Maksim
ACM Computing Surveys
2024
/
art. 141, 39 p. : ill
https://doi.org/10.1145/3638242
Journal metrics at Scopus
Article at Scopus
Journal metrics at WOS
Article at WOS
journal article EST
/
journal article ENG
Related publications
2
Assessment and Enhancement of Hardware Reliability for Deep Neural Networks = Riistvara töökindluse hindamine ja täiustamine süvanärvivõrkude jaoks
Methods for reliability assessment and enhancement of deep neural networks hardware accelerators = Süvanärvivõrkude riistvara kiirendite töökindluse hindamine ja täiustamine
17
book article EST
/
book article ENG
ZED-TTE: Zone embedding and deep neural network based travel time estimation approach
Ounoughi, Chahinez
;
Yeferny, Taoufik
;
Ben Yahia, Sadok
2021 International Joint Conference on Neural Networks (IJCNN) : proceedings
2021
/
10 p
https://doi.org/10.1109/IJCNN52387.2021.9533456
Conference Proceedings at Scopus
Article at Scopus
Article at WOS
book article EST
/
book article ENG
Number of records 17, displaying
1 - 17
keyword
190
1.
deep neural networks
2.
deep neural networks (DNNs)
3.
deep convolutional neural network
4.
deep neural network
5.
deep neural network compression
6.
artificial neural networks
7.
artificial neural networks (ANN)
8.
constrained artificial neural networks
9.
Constrained neural networks
10.
convolutional neural networks
11.
convolutional neural networks (CNNa)
12.
Convolutional Neural Networks (CNNs)
13.
Fuzzy neural networks
14.
graph neural networks
15.
multilayer neural networks
16.
neural networks
17.
neural-networks
18.
pre-trained neural networks
19.
recurrent neural networks
20.
recurrent neural networks (RNN)
21.
deep donor-deep acceptor pairs
22.
deep brain stimulation
23.
Deep defects
24.
deep energy levels
25.
deep energy renovation
26.
deep eutectic solvents
27.
deep fake
28.
deep fake recognition
29.
deep habits
30.
deep heat well
31.
deep inference
32.
deep layer
33.
deep learning
34.
deep learning (DL)
35.
deep learning classifier
36.
deep learning method
37.
deep learning methods
38.
deep learning model
39.
deep learning model quantization
40.
deep learning network
41.
deep level
42.
deep level traps
43.
deep levels
44.
deep offshore
45.
deep packet inspection
46.
deep reinforcement learning
47.
Deep reinforcing learning SDN
48.
deep renovation
49.
deep understanding
50.
Deep-learning
51.
deep-learning (DL)
52.
embedded deep learning
53.
natural deep eutectic solvents
54.
nZEB deep energy renovation
55.
nZEB deep renovation
56.
artificial neural network
57.
Binarized Neural Network (BNN)
58.
cascaded forward neural network (CFNN)
59.
Convolutional Neural Network
60.
convolutional neural network (CNN)
61.
feedforward neural network (FFNN)
62.
Graph Convolutional Neural Network (GCN)
63.
GraphSAGE (Graph Based Neural Network)
64.
human neural progenitor cells
65.
linear Delta robots neural network based model
66.
neural activity
67.
neural additive model
68.
neural architecture search
69.
neural controller
70.
neural development
71.
neural fuzzy modelling control
72.
neural machine translation
73.
neural net
74.
neural network
75.
neural network architecture search
76.
neural network controller
77.
neural network modelling
78.
neural network predictive controller
79.
neural oscillations
80.
neural processing unit
81.
neural stimulation
82.
Radial Basis Function Neural Network (RBFNN)
83.
recurrent neural network language model
84.
Residual Neural Network
85.
spiking neural network (SNN)
86.
Ternary Neural Network
87.
adaptive networks
88.
ad-hoc sensor networks security
89.
automotive communication networks
90.
Bayesian Belief Networks
91.
Bayesian networks
92.
binary search networks
93.
binary sensor networks
94.
body area networks
95.
body sensor networks
96.
cellular networks
97.
communication networks
98.
complex networks
99.
computer networks
100.
content distribution networks
101.
content-addressable storage networks
102.
convolutional networks
103.
cross-border communication networks
104.
decentralized content-addressable storage (DCAS) networks
105.
developmental networks
106.
diffusion networks
107.
digital twin networks (DTNs)
108.
distribution networks
109.
district heating networks
110.
Dynamic networks
111.
dynamics over networks
112.
ecological networks
113.
economic networks
114.
electric power transmission networks
115.
electrical distribution networks
116.
electrical networks
117.
embedded networks/NoC
118.
gateways (computer networks)
119.
generative adversarial networks
120.
geodetic networks
121.
global production networks
122.
graph attention networks
123.
graph convolutional networks
124.
heating and cooling networks
125.
heating networks
126.
hypar-formed networks
127.
IaaS cloud networks
128.
Impedance-source networks
129.
innovation networks
130.
IP networks
131.
iterative networks
132.
knowledge networks
133.
location-based social networks
134.
logistics networks
135.
Long Short-Term Memory Networks (LSTMs)
136.
low voltage networks
137.
low-voltage networks
138.
lumped parameter networks
139.
marketing networks
140.
metabolic networks and pathways
141.
mobile actuator-sensor networks (MAS-Net)
142.
multilayer networks
143.
NB-IoT networks
144.
networks
145.
networks coding
146.
neuro-fuzzy networks and guided missile
147.
non-terrestrial networks
148.
observational networks
149.
on-body networks (BANs)
150.
Online social networks
151.
Optical fiber networks
152.
optical fibre networks
153.
optical networks
154.
optimized routing approach for critical and emergency networks
155.
optimized routing approach for critical and emergency networks simulations
156.
packet switched networks
157.
partner networks
158.
Passive networks
159.
phantom cellular networks
160.
private networks
161.
production networks
162.
Public safety networks
163.
public safety networks (PSN)
164.
public safety networks (PSNs)
165.
reconfigurable scan networks
166.
regional innovation networks
167.
scale-free networks
168.
sensor networks
169.
small district heating networks
170.
SME networks
171.
social networks
172.
social networks
173.
software defined networks (SDN)
174.
sorting networks
175.
supply networks
176.
transmission networks
177.
unreliable wireless networks
178.
WBANs (wireless body area networks)
179.
wearable wireless networks
180.
wearable wireless networks (WWNs)
181.
weighted networks
182.
wireless ad hoc sensor networks
183.
Wireless Body Area Networks
184.
wireless body area networks (WBANs)
185.
wireless body-to-body networks (BBN)
186.
wireless networks
187.
wireless sensor networks
188.
virtual networks
189.
5G networks
190.
5G networks
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