Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms

K Alfaro-Badilla; A Arroyo-Romero; C Salazar-García; LG León-Vega; J Espinoza-González; F Hernández-Castro; A Chacón-Rodríguez; George Smaragdos; Christos Strydis

doi:10.1007/978-3-030-41005-6_13

Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms

K Alfaro-Badilla, A Arroyo-Romero, C Salazar-García, LG León-Vega, J Espinoza-González, F Hernández-Castro, A Chacón-Rodríguez, George Smaragdos, Christos Strydis

Neurosciences

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

Original language	Undefined/Unknown
Title of host publication	Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing
Place of Publication	[S.l.]
Publisher	Springer-Verlag
Pages	185-199
Number of pages	185
Volume	1087 CCIS
DOIs	https://doi.org/10.1007/978-3-030-41005-6_13
Publication status	Published - 2020

Bibliographical note

Conference code: 237659 Export Date: 30 March 2020 Correspondence Address: Alfaro-Badilla, K.; Escuela de Ingeniería Electrónica, Tecnológico de Costa RicaCosta Rica; email: jaalfaro@estudiantec.cr

Access to Document

10.1007/978-3-030-41005-6_13

Cite this

Alfaro-Badilla, K., Arroyo-Romero, A., Salazar-García, C., León-Vega, LG., Espinoza-González, J., Hernández-Castro, F., Chacón-Rodríguez, A., Smaragdos, G., & Strydis, C. (2020). Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms. In Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing (Vol. 1087 CCIS, pp. 185-199). Springer-Verlag. https://doi.org/10.1007/978-3-030-41005-6_13

@inproceedings{d0d62698faed46ebabbf56a1fac114d1,

title = "Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms",

author = "K Alfaro-Badilla and A Arroyo-Romero and C Salazar-Garc{\'i}a and LG Le{\'o}n-Vega and J Espinoza-Gonz{\'a}lez and F Hern{\'a}ndez-Castro and A Chac{\'o}n-Rodr{\'i}guez and George Smaragdos and Christos Strydis",

note = "Conference code: 237659 Export Date: 30 March 2020 Correspondence Address: Alfaro-Badilla, K.; Escuela de Ingenier{\'i}a Electr{\'o}nica, Tecnol{\'o}gico de Costa RicaCosta Rica; email: jaalfaro@estudiantec.cr",

year = "2020",

doi = "10.1007/978-3-030-41005-6_13",

language = "Undefined/Unknown",

volume = "1087 CCIS",

pages = "185--199",

booktitle = "Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing",

publisher = "Springer-Verlag",

address = "Germany",

}

Alfaro-Badilla, K, Arroyo-Romero, A, Salazar-García, C, León-Vega, LG, Espinoza-González, J, Hernández-Castro, F, Chacón-Rodríguez, A, Smaragdos, G & Strydis, C 2020, Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms. in Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing. vol. 1087 CCIS, Springer-Verlag, [S.l.], pp. 185-199. https://doi.org/10.1007/978-3-030-41005-6_13

Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms. / Alfaro-Badilla, K; Arroyo-Romero, A; Salazar-García, C et al.

Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing. Vol. 1087 CCIS [S.l.] : Springer-Verlag, 2020. p. 185-199.

Research output: Chapter/Conference proceeding › Conference proceeding › Academic › peer-review

TY - GEN

T1 - Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms

AU - Alfaro-Badilla, K

AU - Arroyo-Romero, A

AU - Salazar-García, C

AU - León-Vega, LG

AU - Espinoza-González, J

AU - Hernández-Castro, F

AU - Chacón-Rodríguez, A

AU - Smaragdos, George

AU - Strydis, Christos

N1 - Conference code: 237659 Export Date: 30 March 2020 Correspondence Address: Alfaro-Badilla, K.; Escuela de Ingeniería Electrónica, Tecnológico de Costa RicaCosta Rica; email: jaalfaro@estudiantec.cr

PY - 2020

Y1 - 2020

UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85081170196&doi=10.1007%2f978-3-030-41005-6_13&partnerID=40&md5=77f7bfc081ccf6ad53185dda979a21ef

U2 - 10.1007/978-3-030-41005-6_13

DO - 10.1007/978-3-030-41005-6_13

M3 - Conference proceeding

VL - 1087 CCIS

SP - 185

EP - 199

BT - Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing

PB - Springer-Verlag

CY - [S.l.]

ER -

Alfaro-Badilla K, Arroyo-Romero A, Salazar-García C, León-Vega LG, Espinoza-González J, Hernández-Castro F et al. Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms. In Latin American High Performance Computing Conference : CARLA 2019: High Performance Computing. Vol. 1087 CCIS. [S.l.]: Springer-Verlag. 2020. p. 185-199 doi: 10.1007/978-3-030-41005-6_13

Improving the Simulation of Biologically Accurate Neural Networks Using Data Flow HLS Transformations on Heterogeneous SoC-FPGA Platforms

Bibliographical note

Access to Document

Other files and links

Cite this