NeuroBench: A Framework for Benchmarking Neuromorphic Computing Algorithms and Systems

Yik, Jason; Van den Berghe, Korneel; den Blanken, D; Bouhadjar, Y; Fabre, M; Hueber, P; Kleyko, D; Pacik-Nelson, N; Sun, Pao-Sheng Vincent; Tang, G; Wang, S; Zhou, B; Ahmed, SH; Vathakkattil Joseph, G; Leto, B; Micheli, A; Mishra, AK; Lenz, G; Sun, T; Ahmed, Z; Akl, M; Anderson, B; Andreou, AG; Bartolozzi, C; Basu, A; Bogdan, P; Bohte, S; Buckley, S; Cauwenberghs, G; Chicca, E; Corradi, F; de Croon, G; Danielescu, A; Daram, A; Davies, M; Demirag, Y; Eshraghian, J; Fischer, T; Forest, J; Fra, V; Furber, S; Furlong, PM; Gilpin, W; Gilra, A; Gonzalez, HA; Indiveri, G; Joshi, S; Karia, V; Khacef, L; Knight, JC; Kriener, L; Kubendran, R; Kudithipudi, D; Liu, Yao-Hong; Liu, Shih-Chii; Ma, Haoyuan; Manohar, R; Margarit-Taulé, JM; Mayr, C; Michmizos, K; Muir, D; Neftci, E; Nowotny, T; Ottati, F; Ozcelikkale, A; Panda, P; Park, J; Payvand, M; Pehle, C; Petrovici, MA; Pierro, A; Posch, C; Renner, A; Sandamirskaya, Y; Schaefer, C; van Schaik, A; Schemmel, J; Schmidgall, S; Schuman, C; Seo, JS; Sheik, S; Shrestha, SB; Sifalakis, M; Sironi, A; Stewart, M; Stewart, K; Stewart, TC; Stratmann, P; Timcheck, J; Tömen, N; Urgese, G; Verhelst, Marian; Vineyard, C; Vogginger, B; Yousefzadeh, A; Zohora, FT; Frenkel, C; Reddi, VJ

doi:10.48550/arXiv.2304.04640

Author:

Yik, Jason

Van den Berghe, Korneel ; den Blanken, D ; Bouhadjar, Y ; Fabre, M ; Hueber, P ; Kleyko, D ; Pacik-Nelson, N ; Sun, Pao-Sheng Vincent ; Tang, G ; Wang, S ; Zhou, B ; Ahmed, SH ; Vathakkattil Joseph, G ; Leto, B ; Micheli, A ; Mishra, AK ; Lenz, G ; Sun, T ; Ahmed, Z ; Akl, M ; Anderson, B ; Andreou, AG ; Bartolozzi, C ; Basu, A ; Bogdan, P ; Bohte, S ; Buckley, S ; Cauwenberghs, G ; Chicca, E ; Corradi, F ; de Croon, G ; Danielescu, A ; Daram, A ; Davies, M ; Demirag, Y ; Eshraghian, J ; Fischer, T ; Forest, J ; Fra, V ; Furber, S ; Furlong, PM ; Gilpin, W ; Gilra, A ; Gonzalez, HA ; Indiveri, G ; Joshi, S ; Karia, V ; Khacef, L ; Knight, JC ; Kriener, L ; Kubendran, R ; Kudithipudi, D ; Liu, Yao-Hong ; Liu, Shih-Chii ; Ma, Haoyuan ; Manohar, R ; Margarit-Taulé, JM ; Mayr, C ; Michmizos, K ; Muir, D ; Neftci, E ; Nowotny, T ; Ottati, F ; Ozcelikkale, A ; Panda, P ; Park, J ; Payvand, M ; Pehle, C ; Petrovici, MA ; Pierro, A ; Posch, C ; Renner, A ; Sandamirskaya, Y ; Schaefer, C ; van Schaik, A ; Schemmel, J ; Schmidgall, S ; Schuman, C ; Seo, JS ; Sheik, S ; Shrestha, SB ; Sifalakis, M ; Sironi, A ; Stewart, M ; Stewart, K ; Stewart, TC ; Stratmann, P ; Timcheck, J ; Tömen, N ; Urgese, G ; Verhelst, Marian ; Vineyard, C ; Vogginger, B ; Yousefzadeh, A ; Zohora, FT ; Frenkel, C ; Reddi, VJ