diff --git a/content/20230207-software-highlight-michalis-pagkalos-dendrify.rst b/content/20230207-software-highlight-michalis-pagkalos-dendrify.rst new file mode 100644 index 00000000..18aa77cd --- /dev/null +++ b/content/20230207-software-highlight-michalis-pagkalos-dendrify.rst @@ -0,0 +1,47 @@ +Software highlight: Michalis Pagkalos: Dendrify +################################################# +:date: 2023-01-27 11:01:32 +:modified: 2023-01-27 11:01:32 +:authors: Ankur Sinha +:category: Events +:tags: Dendrify, Software highlight, Neuroscience, Simulations, Analysis, Brian +:slug: dev-session-michalis-pagkalos-dendrify +:summary: `Michalis Pagkalos`_ will introduce and discuss Dendrify_, a framework for incorporating dendrites to spiking neural networks, in this session. + + +`Michalis Pagkalos`_ will introduce and discuss Dendrify_, a framework for incorporating dendrites to spiking neural networks, in this session. + + +- Date: February 7, 1600 UTC (Click `here `__ to see your local time) (`Add to calendar <{filename}/extras/ics/20230207-dendrify.ics>`__). +- Zoom (`link `__) + +.. raw:: html + + + +The abstract for the talk is below: + +Current SNNs studies frequently ignore dendrites, the thin membranous extensions of biological neurons that receive and preprocess nearly all synaptic inputs in the brain. +However, decades of experimental and theoretical research suggest that dendrites possess compelling computational capabilities that greatly influence neuronal and circuit functions. +Notably, standard point-neuron networks cannot adequately capture most hallmark dendritic properties. +Meanwhile, biophysically detailed neuron models can be suboptimal for practical applications due to their complexity, and high computational cost. +For this reason, we introduce Dendrify, a new theoretical framework combined with an open-source Python package (compatible with Brian2) that facilitates the development of bioinspired SNNs. Dendrify allows the creation of reduced compartmental neuron models with simplified yet biologically relevant dendritic and synaptic integrative properties. +Such models strike a good balance between flexibility, performance, and biological accuracy, allowing us to explore dendritic contributions to network-level functions while paving the way for developing more realistic neuromorphic systems. + +- Manuscript: `Introducing the Dendrify framework for incorporating dendrites to spiking neural networks | Nature Communications `__ +- Source code: `Poirazi-Lab/dendrify: Introducing dendrites to spiking neural networks. Designed for the Brian 2 simulator. `__ +- Documentation: https://dendrify.readthedocs.io/en/latest/ + + +.. _Michalis Pagkalos: https://dendrites.gr/?page_id=265 +.. _Dendrify: https://github.com/Poirazi-Lab/dendrify diff --git a/content/extras/ics/20230207-dendrify.ics b/content/extras/ics/20230207-dendrify.ics new file mode 100644 index 00000000..25a9d200 --- /dev/null +++ b/content/extras/ics/20230207-dendrify.ics @@ -0,0 +1,58 @@ +BEGIN:VCALENDAR +PRODID:-//zoom.us//iCalendar Event//EN +VERSION:2.0 +CALSCALE:GREGORIAN +METHOD:PUBLISH +CLASS:PUBLIC +BEGIN:VTIMEZONE +TZID:Europe/London +LAST-MODIFIED:20230104T023643Z +TZURL:https://www.tzurl.org/zoneinfo-outlook/Europe/London +X-LIC-LOCATION:Europe/London +BEGIN:DAYLIGHT +TZNAME:BST +TZOFFSETFROM:+0000 +TZOFFSETTO:+0100 +DTSTART:19700329T010000 +RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=-1SU +END:DAYLIGHT +BEGIN:STANDARD +TZNAME:GMT +TZOFFSETFROM:+0100 +TZOFFSETTO:+0000 +DTSTART:19701025T020000 +RRULE:FREQ=YEARLY;BYMONTH=10;BYDAY=-1SU +END:STANDARD +END:VTIMEZONE +BEGIN:VEVENT +DTSTAMP:20230127T105923Z +DTSTART;TZID=Europe/London:20230207T160000 +DTEND;TZID=Europe/London:20230207T170000 +SUMMARY:INCF/OCNS Software WG session: Dendrify: a new framework for seam + less incorporation of dendrites in Spiking Neural Networks +UID:20230127T105923Z-91907842769@fe80:0:0:0:3b:29ff:fe1e:ce94ens5 +TZID:Europe/London +DESCRIPTION:Ankur Sinha (he/him/his) is inviting you to a scheduled Zoom + meeting.\n\nJoin Zoom Meeting\nhttps://ucl.zoom.us/j/91907842769?pwd=bnE + zTU9Eem9SRmthSjJIRElFZ0xwUT09\n\nMeeting ID: 919 0784 2769\nPasscode: 98 + 8471\nOne tap mobile\n+16694449171\,\,91907842769#\,\,\,\,*988471# US\n+ + 16699006833\,\,91907842769#\,\,\,\,*988471# US (San Jose)\n\nDial by you + r location\n +1 669 444 9171 US\n +1 669 900 6833 US (San + Jose)\n +1 689 278 1000 US\n +1 719 359 4580 US\n + + 1 929 205 6099 US (New York)\n +1 253 205 0468 US\n +1 253 + 215 8782 US (Tacoma)\n +1 301 715 8592 US (Washington DC)\n + +1 305 224 1968 US\n +1 309 205 3325 US\n +1 312 626 67 + 99 US (Chicago)\n +1 346 248 7799 US (Houston)\n +1 360 20 + 9 5623 US\n +1 386 347 5053 US\n +1 507 473 4847 US\n + +1 564 217 2000 US\n +1 646 931 3860 US\nMeeting ID: 919 0784 + 2769\nPasscode: 988471\nFind your local number: https://ucl.zoom.us/u/az + v1sbUeU\n\n +LOCATION:https://ucl.zoom.us/j/91907842769?pwd=bnEzTU9Eem9SRmthSjJIRElFZ0 + xwUT09 +BEGIN:VALARM +TRIGGER:-PT10M +ACTION:DISPLAY +DESCRIPTION:Reminder +END:VALARM +END:VEVENT +END:VCALENDAR diff --git a/content/pages/about.rst b/content/pages/about.rst index 462d22e2..078f7ff0 100644 --- a/content/pages/about.rst +++ b/content/pages/about.rst @@ -1,14 +1,14 @@ Home ##### :date: 2021-02-07 19:00:14 -:modified: 2021-03-05 12:42:35 +:modified: 2023-01-27 11:15:31 :authors: Ankur Sinha :slug: about :status: hidden :save_as: index.html :URL: index.html -Next open WG event: November 3, 2022, 1600 UTC: `Dev session: Denis Alevi: Brian2CUDA <{filename}/20221018-dev-session-denis-alevi-brian2cuda.rst>`__ +Next open WG event: February 7, 2023, 1600 UTC: `Software Highlight: Michalis Pagkalos: Dendrify, a framework for incorporating dendrites to spiking neural networks <{filename}/20230207-software-highlight-michalis-pagkalos-dendrify.rst>`__ --------